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ORCIDBibTeX records: Stefano V. Albrecht
@inproceedings{DBLP:conf/aaai/AzranDAK24,
author = {Guy Azran and
Mohamad H. Danesh and
Stefano V. Albrecht and
Sarah Keren},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Contextual Pre-planning on Reward Machine Abstractions for Enhanced
Transfer in Deep Reinforcement Learning},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {10953--10961},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i10.28970},
doi = {10.1609/AAAI.V38I10.28970},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AzranDAK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/FosongRCA24,
author = {Elliot Fosong and
Arrasy Rahman and
Ignacio Carlucho and
Stefano V. Albrecht},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {Learning Complex Teamwork Tasks using a Given Sub-task Decomposition},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {598--606},
publisher = {{ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3662911},
doi = {10.5555/3635637.3662911},
timestamp = {Fri, 03 May 2024 14:27:55 +0200},
biburl = {https://dblp.org/rec/conf/atal/FosongRCA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/GyevnarWLCA24,
author = {Balint Gyevnar and
Cheng Wang and
Christopher G. Lucas and
Shay B. Cohen and
Stefano V. Albrecht},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {Causal Explanations for Sequential Decision-Making in Multi-Agent
Systems},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {771--779},
publisher = {{ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3662930},
doi = {10.5555/3635637.3662930},
timestamp = {Fri, 03 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/GyevnarWLCA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-08808,
author = {Shangmin Guo and
Yi Ren and
Stefano V. Albrecht and
Kenny Smith},
title = {Sample Relationship from Learning Dynamics Matters for Generalisation},
journal = {CoRR},
volume = {abs/2401.08808},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.08808},
doi = {10.48550/ARXIV.2401.08808},
eprinttype = {arXiv},
eprint = {2401.08808},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-08808.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03479,
author = {Samuel Garcin and
James Doran and
Shangmin Guo and
Christopher G. Lucas and
Stefano V. Albrecht},
title = {{ICED:} Zero-Shot Transfer in Reinforcement Learning via In-Context
Environment Design},
journal = {CoRR},
volume = {abs/2402.03479},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03479},
doi = {10.48550/ARXIV.2402.03479},
eprinttype = {arXiv},
eprint = {2402.03479},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03479.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-10086,
author = {Anton Kuznietsov and
Balint Gyevnar and
Cheng Wang and
Steven Peters and
Stefano V. Albrecht},
title = {Explainable {AI} for Safe and Trustworthy Autonomous Driving: {A}
Systematic Review},
journal = {CoRR},
volume = {abs/2402.10086},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.10086},
doi = {10.48550/ARXIV.2402.10086},
eprinttype = {arXiv},
eprint = {2402.10086},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-10086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/KnittelHARR23,
author = {Anthony Knittel and
Majd Hawasly and
Stefano V. Albrecht and
John Redford and
Subramanian Ramamoorthy},
title = {DiPA: Probabilistic Multi-Modal Interactive Prediction for Autonomous
Driving},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {8},
number = {8},
pages = {4887--4894},
year = {2023},
url = {https://doi.org/10.1109/LRA.2023.3284355},
doi = {10.1109/LRA.2023.3284355},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ral/KnittelHARR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DunionMLHA23,
author = {Mhairi Dunion and
Trevor McInroe and
Kevin Sebastian Luck and
Josiah P. Hanna and
Stefano V. Albrecht},
title = {Temporal Disentanglement of Representations for Improved Generalisation
in Reinforcement Learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=sPgP6aISLTD},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DunionMLHA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/ChristianosKIAP23,
author = {Filippos Christianos and
P{\'{e}}ter Karkus and
Boris Ivanovic and
Stefano V. Albrecht and
Marco Pavone},
title = {Planning with Occluded Traffic Agents using Bi-Level Variational Occlusion
Models},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2023, London, UK, May 29 - June 2, 2023},
pages = {5558--5565},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICRA48891.2023.10160604},
doi = {10.1109/ICRA48891.2023.10160604},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/ChristianosKIAP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/BrewittT0A23,
author = {Cillian Brewitt and
Massimiliano Tamborski and
Cheng Wang and
Stefano V. Albrecht},
title = {Verifiable Goal Recognition for Autonomous Driving with Occlusions},
booktitle = {{IROS}},
pages = {11210--11217},
year = {2023},
url = {https://doi.org/10.1109/IROS55552.2023.10342386},
doi = {10.1109/IROS55552.2023.10342386},
timestamp = {Fri, 05 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iros/BrewittT0A23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DunionMLHA23,
author = {Mhairi Dunion and
Trevor McInroe and
Kevin Sebastian Luck and
Josiah Hanna and
Stefano V. Albrecht},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Conditional Mutual Information for Disentangled Representations in
Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/fd750154df5f199f94df897975621306-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DunionMLHA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03439,
author = {Lukas Sch{\"{a}}fer and
Oliver Slumbers and
Stephen McAleer and
Yali Du and
Stefano V. Albrecht and
David Mguni},
title = {Ensemble Value Functions for Efficient Exploration in Multi-Agent
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2302.03439},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03439},
doi = {10.48550/ARXIV.2302.03439},
eprinttype = {arXiv},
eprint = {2302.03439},
timestamp = {Fri, 12 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03439.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04944,
author = {Elliot Fosong and
Arrasy Rahman and
Ignacio Carlucho and
Stefano V. Albrecht},
title = {Learning Complex Teamwork Tasks using a Sub-task Curriculum},
journal = {CoRR},
volume = {abs/2302.04944},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04944},
doi = {10.48550/ARXIV.2302.04944},
eprinttype = {arXiv},
eprint = {2302.04944},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10809,
author = {Balint Gyevnar and
Cheng Wang and
Christopher G. Lucas and
Shay B. Cohen and
Stefano V. Albrecht},
title = {Causal Social Explanations for Stochastic Sequential Multi-Agent Decision-Making},
journal = {CoRR},
volume = {abs/2302.10809},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.10809},
doi = {10.48550/ARXIV.2302.10809},
eprinttype = {arXiv},
eprint = {2302.10809},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-10809.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-11793,
author = {Callum Rhys Tilbury and
Filippos Christianos and
Stefano V. Albrecht},
title = {Revisiting the Gumbel-Softmax in {MADDPG}},
journal = {CoRR},
volume = {abs/2302.11793},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.11793},
doi = {10.48550/ARXIV.2302.11793},
eprinttype = {arXiv},
eprint = {2302.11793},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-11793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-09825,
author = {Alain Andres and
Lukas Sch{\"{a}}fer and
Esther Villar{-}Rodriguez and
Stefano V. Albrecht and
Javier Del Ser},
title = {Using Offline Data to Speed-up Reinforcement Learning in Procedurally
Generated Environments},
journal = {CoRR},
volume = {abs/2304.09825},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.09825},
doi = {10.48550/ARXIV.2304.09825},
eprinttype = {arXiv},
eprint = {2304.09825},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-09825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-05566,
author = {Adam Michalski and
Filippos Christianos and
Stefano V. Albrecht},
title = {SMAClite: {A} Lightweight Environment for Multi-Agent Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2305.05566},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.05566},
doi = {10.48550/ARXIV.2305.05566},
eprinttype = {arXiv},
eprint = {2305.05566},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-05566.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14133,
author = {Mhairi Dunion and
Trevor McInroe and
Kevin Sebastian Luck and
Josiah P. Hanna and
Stefano V. Albrecht},
title = {Conditional Mutual Information for Disentangled Representations in
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2305.14133},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14133},
doi = {10.48550/ARXIV.2305.14133},
eprinttype = {arXiv},
eprint = {2305.14133},
timestamp = {Mon, 05 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14133.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05209,
author = {Guy Azran and
Mohamad H. Danesh and
Stefano V. Albrecht and
Sarah Keren},
title = {Contextual Pre-Planning on Reward Machine Abstractions for Enhanced
Transfer in Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2307.05209},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05209},
doi = {10.48550/ARXIV.2307.05209},
eprinttype = {arXiv},
eprint = {2307.05209},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-03494,
author = {Samuel Garcin and
James Doran and
Shangmin Guo and
Christopher G. Lucas and
Stefano V. Albrecht},
title = {How the level sampling process impacts zero-shot generalisation in
deep reinforcement learning},
journal = {CoRR},
volume = {abs/2310.03494},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.03494},
doi = {10.48550/ARXIV.2310.03494},
eprinttype = {arXiv},
eprint = {2310.03494},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-03494.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05723,
author = {Trevor McInroe and
Stefano V. Albrecht and
Amos J. Storkey},
title = {Planning to Go Out-of-Distribution in Offline-to-Online Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2310.05723},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05723},
doi = {10.48550/ARXIV.2310.05723},
eprinttype = {arXiv},
eprint = {2310.05723},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-04736,
author = {Sabrina McCallum and
Max Taylor{-}Davies and
Stefano V. Albrecht and
Alessandro Suglia},
title = {Is Feedback All You Need? Leveraging Natural Language Feedback in
Goal-Conditioned Reinforcement Learning},
journal = {CoRR},
volume = {abs/2312.04736},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.04736},
doi = {10.48550/ARXIV.2312.04736},
eprinttype = {arXiv},
eprint = {2312.04736},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-04736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aicom/AlbrechtW22,
author = {Stefano V. Albrecht and
Michael J. Wooldridge},
title = {Multi-agent systems research in the United Kingdom},
journal = {{AI} Commun.},
volume = {35},
number = {4},
pages = {269--270},
year = {2022},
url = {https://doi.org/10.3233/AIC-229003},
doi = {10.3233/AIC-229003},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aicom/AlbrechtW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aicom/HawaslySAARR22,
author = {Majd Hawasly and
Jonathan Sadeghi and
Morris Antonello and
Stefano V. Albrecht and
John Redford and
Subramanian Ramamoorthy},
title = {Perspectives on the system-level design of a safe autonomous driving
stack},
journal = {{AI} Commun.},
volume = {35},
number = {4},
pages = {285--294},
year = {2022},
url = {https://doi.org/10.3233/AIC-220148},
doi = {10.3233/AIC-220148},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aicom/HawaslySAARR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aicom/AhmedBCCDFGGGMP22,
author = {Ibrahim H. Ahmed and
Cillian Brewitt and
Ignacio Carlucho and
Filippos Christianos and
Mhairi Dunion and
Elliot Fosong and
Samuel Garcin and
Shangmin Guo and
Balint Gyevnar and
Trevor McInroe and
Georgios Papoudakis and
Arrasy Rahman and
Lukas Sch{\"{a}}fer and
Massimiliano Tamborski and
Giuseppe Vecchio and
Cheng Wang and
Stefano V. Albrecht},
title = {Deep reinforcement learning for multi-agent interaction},
journal = {{AI} Commun.},
volume = {35},
number = {4},
pages = {357--368},
year = {2022},
url = {https://doi.org/10.3233/AIC-220116},
doi = {10.3233/AIC-220116},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aicom/AhmedBCCDFGGGMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/trob/EirasHAR22,
author = {Francisco Eiras and
Majd Hawasly and
Stefano V. Albrecht and
Subramanian Ramamoorthy},
title = {A Two-Stage Optimization-Based Motion Planner for Safe Urban Driving},
journal = {{IEEE} Trans. Robotics},
volume = {38},
number = {2},
pages = {822--834},
year = {2022},
url = {https://doi.org/10.1109/TRO.2021.3088009},
doi = {10.1109/TRO.2021.3088009},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/trob/EirasHAR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/0001CHA22,
author = {Lukas Sch{\"{a}}fer and
Filippos Christianos and
Josiah P. Hanna and
Stefano V. Albrecht},
editor = {Piotr Faliszewski and
Viviana Mascardi and
Catherine Pelachaud and
Matthew E. Taylor},
title = {Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated
Exploration},
booktitle = {21st International Conference on Autonomous Agents and Multiagent
Systems, {AAMAS} 2022, Auckland, New Zealand, May 9-13, 2022},
pages = {1146--1154},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
{(IFAAMAS)}},
year = {2022},
url = {https://www.ifaamas.org/Proceedings/aamas2022/pdfs/p1146.pdf},
doi = {10.5555/3535850.3535978},
timestamp = {Mon, 18 Jul 2022 17:13:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/0001CHA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eumas/MirskyCRFMSSA22,
author = {Reuth Mirsky and
Ignacio Carlucho and
Arrasy Rahman and
Elliot Fosong and
William Macke and
Mohan Sridharan and
Peter Stone and
Stefano V. Albrecht},
editor = {Dorothea Baumeister and
J{\"{o}}rg Rothe},
title = {A Survey of Ad Hoc Teamwork Research},
booktitle = {Multi-Agent Systems - 19th European Conference, {EUMAS} 2022, D{\"{u}}sseldorf,
Germany, September 14-16, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13442},
pages = {275--293},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20614-6\_16},
doi = {10.1007/978-3-031-20614-6\_16},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eumas/MirskyCRFMSSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GuoRMKAS22,
author = {Shangmin Guo and
Yi Ren and
Kory Wallace Mathewson and
Simon Kirby and
Stefano V. Albrecht and
Kenny Smith},
title = {Expressivity of Emergent Languages is a Trade-off between Contextual
Complexity and Unpredictability},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=WxuE\_JWxjkW},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GuoRMKAS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/AntonelloDARR22,
author = {Morris Antonello and
Mihai Dobre and
Stefano V. Albrecht and
John Redford and
Subramanian Ramamoorthy},
title = {Flash: Fast and Light Motion Prediction for Autonomous Driving with
Bayesian Inverse Planning and Learned Motion Profiles},
booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems,
{IROS} 2022, Kyoto, Japan, October 23-27, 2022},
pages = {9829--9836},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IROS47612.2022.9981347},
doi = {10.1109/IROS47612.2022.9981347},
timestamp = {Tue, 03 Jan 2023 14:18:21 +0100},
biburl = {https://dblp.org/rec/conf/iros/AntonelloDARR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhongZ0AH22,
author = {Rujie Zhong and
Duohan Zhang and
Lukas Sch{\"{a}}fer and
Stefano V. Albrecht and
Josiah Hanna},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Robust On-Policy Sampling for Data-Efficient Policy Evaluation in
Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/f2dbede0879b9d04ceb30f1b8b476b27-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhongZ0AH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-10450,
author = {Reuth Mirsky and
Ignacio Carlucho and
Arrasy Rahman and
Elliot Fosong and
William Macke and
Mohan Sridharan and
Peter Stone and
Stefano V. Albrecht},
title = {A Survey of Ad Hoc Teamwork: Definitions, Methods, and Open Problems},
journal = {CoRR},
volume = {abs/2202.10450},
year = {2022},
url = {https://arxiv.org/abs/2202.10450},
eprinttype = {arXiv},
eprint = {2202.10450},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-10450.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08251,
author = {Morris Antonello and
Mihai Dobre and
Stefano V. Albrecht and
John Redford and
Subramanian Ramamoorthy},
title = {Flash: Fast and Light Motion Prediction for Autonomous Driving with
Bayesian Inverse Planning and Learned Motion Profiles},
journal = {CoRR},
volume = {abs/2203.08251},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08251},
doi = {10.48550/ARXIV.2203.08251},
eprinttype = {arXiv},
eprint = {2203.08251},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-08389,
author = {Giuseppe Vecchio and
Simone Palazzo and
Dario C. Guastella and
Ignacio Carlucho and
Stefano V. Albrecht and
Giovanni Muscato and
Concetto Spampinato},
title = {{MIDGARD:} {A} Simulation Platform for Autonomous Navigation in Unstructured
Environments},
journal = {CoRR},
volume = {abs/2205.08389},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.08389},
doi = {10.48550/ARXIV.2205.08389},
eprinttype = {arXiv},
eprint = {2205.08389},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-08389.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08783,
author = {Balint Gyevnar and
Massimiliano Tamborski and
Cheng Wang and
Christopher G. Lucas and
Shay B. Cohen and
Stefano V. Albrecht},
title = {A Human-Centric Method for Generating Causal Explanations in Natural
Language for Autonomous Vehicle Motion Planning},
journal = {CoRR},
volume = {abs/2206.08783},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08783},
doi = {10.48550/ARXIV.2206.08783},
eprinttype = {arXiv},
eprint = {2206.08783},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08783.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-11396,
author = {Trevor McInroe and
Lukas Sch{\"{a}}fer and
Stefano V. Albrecht},
title = {Learning Representations for Control with Hierarchical Forward Models},
journal = {CoRR},
volume = {abs/2206.11396},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.11396},
doi = {10.48550/ARXIV.2206.11396},
eprinttype = {arXiv},
eprint = {2206.11396},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-11396.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-14163,
author = {Cillian Brewitt and
Massimiliano Tamborski and
Stefano V. Albrecht},
title = {Verifiable Goal Recognition for Autonomous Driving with Occlusions},
journal = {CoRR},
volume = {abs/2206.14163},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.14163},
doi = {10.48550/ARXIV.2206.14163},
eprinttype = {arXiv},
eprint = {2206.14163},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-14163.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-02249,
author = {Lukas Sch{\"{a}}fer and
Filippos Christianos and
Amos J. Storkey and
Stefano V. Albrecht},
title = {Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2207.02249},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.02249},
doi = {10.48550/ARXIV.2207.02249},
eprinttype = {arXiv},
eprint = {2207.02249},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-02249.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-05480,
author = {Mhairi Dunion and
Trevor McInroe and
Kevin Sebastian Luck and
Josiah Hanna and
Stefano V. Albrecht},
title = {Temporal Disentanglement of Representations for Improved Generalisation
in Reinforcement Learning},
journal = {CoRR},
volume = {abs/2207.05480},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.05480},
doi = {10.48550/ARXIV.2207.05480},
eprinttype = {arXiv},
eprint = {2207.05480},
timestamp = {Mon, 05 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-05480.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-07498,
author = {Ignacio Carlucho and
Arrasy Rahman and
William Ard and
Elliot Fosong and
Corina Barbalata and
Stefano V. Albrecht},
title = {Cooperative Marine Operations via Ad Hoc Teams},
journal = {CoRR},
volume = {abs/2207.07498},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.07498},
doi = {10.48550/ARXIV.2207.07498},
eprinttype = {arXiv},
eprint = {2207.07498},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-07498.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-09300,
author = {Elliot Fosong and
Arrasy Rahman and
Ignacio Carlucho and
Stefano V. Albrecht},
title = {Few-Shot Teamwork},
journal = {CoRR},
volume = {abs/2207.09300},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.09300},
doi = {10.48550/ARXIV.2207.09300},
eprinttype = {arXiv},
eprint = {2207.09300},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-09300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-14138,
author = {Arrasy Rahman and
Elliot Fosong and
Ignacio Carlucho and
Stefano V. Albrecht},
title = {Towards Robust Ad Hoc Teamwork Agents By Creating Diverse Training
Teammates},
journal = {CoRR},
volume = {abs/2207.14138},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.14138},
doi = {10.48550/ARXIV.2207.14138},
eprinttype = {arXiv},
eprint = {2207.14138},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-14138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-00096,
author = {Majd Hawasly and
Jonathan Sadeghi and
Morris Antonello and
Stefano V. Albrecht and
John Redford and
Subramanian Ramamoorthy},
title = {Perspectives on the System-level Design of a Safe Autonomous Driving
Stack},
journal = {CoRR},
volume = {abs/2208.00096},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.00096},
doi = {10.48550/ARXIV.2208.00096},
eprinttype = {arXiv},
eprint = {2208.00096},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-00096.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-01769,
author = {Ibrahim H. Ahmed and
Cillian Brewitt and
Ignacio Carlucho and
Filippos Christianos and
Mhairi Dunion and
Elliot Fosong and
Samuel Garcin and
Shangmin Guo and
Balint Gyevnar and
Trevor McInroe and
Georgios Papoudakis and
Arrasy Rahman and
Lukas Sch{\"{a}}fer and
Massimiliano Tamborski and
Giuseppe Vecchio and
Cheng Wang and
Stefano V. Albrecht},
title = {Deep Reinforcement Learning for Multi-Agent Interaction},
journal = {CoRR},
volume = {abs/2208.01769},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.01769},
doi = {10.48550/ARXIV.2208.01769},
eprinttype = {arXiv},
eprint = {2208.01769},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-01769.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-14344,
author = {Filippos Christianos and
Georgios Papoudakis and
Stefano V. Albrecht},
title = {Pareto Actor-Critic for Equilibrium Selection in Multi-Agent Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2209.14344},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.14344},
doi = {10.48550/ARXIV.2209.14344},
eprinttype = {arXiv},
eprint = {2209.14344},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-14344.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-05448,
author = {Arrasy Rahman and
Ignacio Carlucho and
Niklas H{\"{o}}pner and
Stefano V. Albrecht},
title = {A General Learning Framework for Open Ad Hoc Teamwork Using Graph-based
Policy Learning},
journal = {CoRR},
volume = {abs/2210.05448},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.05448},
doi = {10.48550/ARXIV.2210.05448},
eprinttype = {arXiv},
eprint = {2210.05448},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-05448.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06106,
author = {Anthony Knittel and
Majd Hawasly and
Stefano V. Albrecht and
John Redford and
Subramanian Ramamoorthy},
title = {DiPA: Diverse and Probabilistically Accurate Interactive Prediction},
journal = {CoRR},
volume = {abs/2210.06106},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.06106},
doi = {10.48550/ARXIV.2210.06106},
eprinttype = {arXiv},
eprint = {2210.06106},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-06106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-14584,
author = {Filippos Christianos and
P{\'{e}}ter Karkus and
Boris Ivanovic and
Stefano V. Albrecht and
Marco Pavone},
title = {Planning with Occluded Traffic Agents using Bi-Level Variational Occlusion
Models},
journal = {CoRR},
volume = {abs/2210.14584},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.14584},
doi = {10.48550/ARXIV.2210.14584},
eprinttype = {arXiv},
eprint = {2210.14584},
timestamp = {Mon, 19 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-14584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-11498,
author = {Aleksandar Krnjaic and
Jonathan D. Thomas and
Georgios Papoudakis and
Lukas Sch{\"{a}}fer and
Peter B{\"{o}}rsting and
Stefano V. Albrecht},
title = {Scalable Multi-Agent Reinforcement Learning for Warehouse Logistics
with Robotic and Human Co-Workers},
journal = {CoRR},
volume = {abs/2212.11498},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.11498},
doi = {10.48550/ARXIV.2212.11498},
eprinttype = {arXiv},
eprint = {2212.11498},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-11498.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChristianosPRA21,
author = {Filippos Christianos and
Georgios Papoudakis and
Arrasy Rahman and
Stefano V. Albrecht},
editor = {Marina Meila and
Tong Zhang},
title = {Scaling Multi-Agent Reinforcement Learning with Selective Parameter
Sharing},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1989--1998},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/christianos21a.html},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChristianosPRA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RahmanHCA21,
author = {Arrasy Rahman and
Niklas H{\"{o}}pner and
Filippos Christianos and
Stefano V. Albrecht},
editor = {Marina Meila and
Tong Zhang},
title = {Towards Open Ad Hoc Teamwork Using Graph-based Policy Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8776--8786},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rahman21a.html},
timestamp = {Thu, 13 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RahmanHCA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/AlbrechtBWGEDR21,
author = {Stefano V. Albrecht and
Cillian Brewitt and
John Wilhelm and
Balint Gyevnar and
Francisco Eiras and
Mihai Dobre and
Subramanian Ramamoorthy},
title = {Interpretable Goal-based Prediction and Planning for Autonomous Driving},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2021, Xi'an, China, May 30 - June 5, 2021},
pages = {1043--1049},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICRA48506.2021.9560849},
doi = {10.1109/ICRA48506.2021.9560849},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/AlbrechtBWGEDR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/BrewittGGA21,
author = {Cillian Brewitt and
Balint Gyevnar and
Samuel Garcin and
Stefano V. Albrecht},
title = {{GRIT:} Fast, Interpretable, and Verifiable Goal Recognition with
Learned Decision Trees for Autonomous Driving},
booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems,
{IROS} 2021, Prague, Czech Republic, September 27 - Oct. 1, 2021},
pages = {1023--1030},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IROS51168.2021.9636279},
doi = {10.1109/IROS51168.2021.9636279},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iros/BrewittGGA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/PulverECHAR21,
author = {Henry Pulver and
Francisco Eiras and
Ludovico Carozza and
Majd Hawasly and
Stefano V. Albrecht and
Subramanian Ramamoorthy},
title = {{PILOT:} Efficient Planning by Imitation Learning and Optimisation
for Safe Autonomous Driving},
booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems,
{IROS} 2021, Prague, Czech Republic, September 27 - Oct. 1, 2021},
pages = {1442--1449},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IROS51168.2021.9636862},
doi = {10.1109/IROS51168.2021.9636862},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iros/PulverECHAR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/HannaRFEDRRA21,
author = {Josiah P. Hanna and
Arrasy Rahman and
Elliot Fosong and
Francisco Eiras and
Mihai Dobre and
John Redford and
Subramanian Ramamoorthy and
Stefano V. Albrecht},
title = {Interpretable Goal Recognition in the Presence of Occluded Factors
for Autonomous Vehicles},
booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems,
{IROS} 2021, Prague, Czech Republic, September 27 - Oct. 1, 2021},
pages = {7044--7051},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IROS51168.2021.9635903},
doi = {10.1109/IROS51168.2021.9635903},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iros/HannaRFEDRRA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PapoudakisC0A21,
author = {Georgios Papoudakis and
Filippos Christianos and
Lukas Sch{\"{a}}fer and
Stefano V. Albrecht},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in
Cooperative Tasks},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/a8baa56554f96369ab93e4f3bb068c22-Abstract-round1.html},
timestamp = {Thu, 05 May 2022 16:30:03 +0200},
biburl = {https://dblp.org/rec/conf/nips/PapoudakisC0A21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PapoudakisCA21,
author = {Georgios Papoudakis and
Filippos Christianos and
Stefano V. Albrecht},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Agent Modelling under Partial Observability for Deep Reinforcement
Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {19210--19222},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/a03caec56cd82478bf197475b48c05f9-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/PapoudakisCA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/paams/AhmedHFA21,
author = {Ibrahim Ahmed and
Josiah P. Hanna and
Elliot Fosong and
Stefano V. Albrecht},
editor = {Frank Dignum and
Juan Manuel Corchado and
Fernando de la Prieta},
title = {Towards Quantum-Secure Authentication and Key Agreement via Abstract
Multi-Agent Interaction},
booktitle = {Advances in Practical Applications of Agents, Multi-Agent Systems,
and Social Good. The {PAAMS} Collection - 19th International Conference,
{PAAMS} 2021, Salamanca, Spain, October 6-8, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12946},
pages = {14--26},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-85739-4\_2},
doi = {10.1007/978-3-030-85739-4\_2},
timestamp = {Tue, 28 Sep 2021 17:51:40 +0200},
biburl = {https://dblp.org/rec/conf/paams/AhmedHFA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07475,
author = {Filippos Christianos and
Georgios Papoudakis and
Arrasy Rahman and
Stefano V. Albrecht},
title = {Scaling Multi-Agent Reinforcement Learning with Selective Parameter
Sharing},
journal = {CoRR},
volume = {abs/2102.07475},
year = {2021},
url = {https://arxiv.org/abs/2102.07475},
eprinttype = {arXiv},
eprint = {2102.07475},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07475.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-06113,
author = {Cillian Brewitt and
Balint Gyevnar and
Stefano V. Albrecht},
title = {{GRIT:} Verifiable Goal Recognition for Autonomous Driving using Decision
Trees},
journal = {CoRR},
volume = {abs/2103.06113},
year = {2021},
url = {https://arxiv.org/abs/2103.06113},
eprinttype = {arXiv},
eprint = {2103.06113},
timestamp = {Tue, 16 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-06113.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03982,
author = {Shangmin Guo and
Yi Ren and
Kory W. Mathewson and
Simon Kirby and
Stefano V. Albrecht and
Kenny Smith},
title = {Expressivity of Emergent Language is a Trade-off between Contextual
Complexity and Unpredictability},
journal = {CoRR},
volume = {abs/2106.03982},
year = {2021},
url = {https://arxiv.org/abs/2106.03982},
eprinttype = {arXiv},
eprint = {2106.03982},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03982.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-08966,
author = {Lukas Sch{\"{a}}fer and
Filippos Christianos and
Josiah Hanna and
Stefano V. Albrecht},
title = {Decoupling Exploration and Exploitation in Reinforcement Learning},
journal = {CoRR},
volume = {abs/2107.08966},
year = {2021},
url = {https://arxiv.org/abs/2107.08966},
eprinttype = {arXiv},
eprint = {2107.08966},
timestamp = {Sun, 29 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-08966.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-02530,
author = {Josiah P. Hanna and
Arrasy Rahman and
Elliot Fosong and
Francisco Eiras and
Mihai Dobre and
John Redford and
Subramanian Ramamoorthy and
Stefano V. Albrecht},
title = {Interpretable Goal Recognition in the Presence of Occluded Factors
for Autonomous Vehicles},
journal = {CoRR},
volume = {abs/2108.02530},
year = {2021},
url = {https://arxiv.org/abs/2108.02530},
eprinttype = {arXiv},
eprint = {2108.02530},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-02530.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-04935,
author = {Trevor McInroe and
Lukas Sch{\"{a}}fer and
Stefano V. Albrecht},
title = {Learning Temporally-Consistent Representations for Data-Efficient
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2110.04935},
year = {2021},
url = {https://arxiv.org/abs/2110.04935},
eprinttype = {arXiv},
eprint = {2110.04935},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-04935.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-14552,
author = {Rujie Zhong and
Josiah P. Hanna and
Lukas Sch{\"{a}}fer and
Stefano V. Albrecht},
title = {Robust On-Policy Data Collection for Data-Efficient Policy Evaluation},
journal = {CoRR},
volume = {abs/2111.14552},
year = {2021},
url = {https://arxiv.org/abs/2111.14552},
eprinttype = {arXiv},
eprint = {2111.14552},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-14552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/AlbrechtSW20,
author = {Stefano V. Albrecht and
Peter Stone and
Michael P. Wellman},
title = {Special issue on autonomous agents modelling other agents: Guest editorial},
journal = {Artif. Intell.},
volume = {285},
pages = {103292},
year = {2020},
url = {https://doi.org/10.1016/j.artint.2020.103292},
doi = {10.1016/J.ARTINT.2020.103292},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/AlbrechtSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChristianosSA20,
author = {Filippos Christianos and
Lukas Sch{\"{a}}fer and
Stefano V. Albrecht},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Shared Experience Actor-Critic for Multi-Agent Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/7967cc8e3ab559e68cc944c44b1cf3e8-Abstract.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChristianosSA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-10829,
author = {Georgios Papoudakis and
Stefano V. Albrecht},
title = {Variational Autoencoders for Opponent Modeling in Multi-Agent Systems},
journal = {CoRR},
volume = {abs/2001.10829},
year = {2020},
url = {https://arxiv.org/abs/2001.10829},
eprinttype = {arXiv},
eprint = {2001.10829},
timestamp = {Thu, 30 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-10829.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02215,
author = {Francisco Eiras and
Majd Hawasly and
Stefano V. Albrecht and
Subramanian Ramamoorthy},
title = {A Two-Stage Optimization Approach to Safe-by-Design Planning for Autonomous
Driving},
journal = {CoRR},
volume = {abs/2002.02215},
year = {2020},
url = {https://arxiv.org/abs/2002.02215},
eprinttype = {arXiv},
eprint = {2002.02215},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02215.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02277,
author = {Stefano V. Albrecht and
Cillian Brewitt and
John Wilhelm and
Francisco Eiras and
Mihai Dobre and
Subramanian Ramamoorthy},
title = {Integrating Planning and Interpretable Goal Recognition for Autonomous
Driving},
journal = {CoRR},
volume = {abs/2002.02277},
year = {2020},
url = {https://arxiv.org/abs/2002.02277},
eprinttype = {arXiv},
eprint = {2002.02277},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07169,
author = {Filippos Christianos and
Lukas Sch{\"{a}}fer and
Stefano V. Albrecht},
title = {Shared Experience Actor-Critic for Multi-Agent Reinforcement Learning},
journal = {CoRR},
volume = {abs/2006.07169},
year = {2020},
url = {https://arxiv.org/abs/2006.07169},
eprinttype = {arXiv},
eprint = {2006.07169},
timestamp = {Sun, 29 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07169.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07869,
author = {Georgios Papoudakis and
Filippos Christianos and
Lukas Sch{\"{a}}fer and
Stefano V. Albrecht},
title = {Comparative Evaluation of Multi-Agent Deep Reinforcement Learning
Algorithms},
journal = {CoRR},
volume = {abs/2006.07869},
year = {2020},
url = {https://arxiv.org/abs/2006.07869},
eprinttype = {arXiv},
eprint = {2006.07869},
timestamp = {Sun, 29 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-09447,
author = {Georgios Papoudakis and
Filippos Christianos and
Stefano V. Albrecht},
title = {Opponent Modelling with Local Information Variational Autoencoders},
journal = {CoRR},
volume = {abs/2006.09447},
year = {2020},
url = {https://arxiv.org/abs/2006.09447},
eprinttype = {arXiv},
eprint = {2006.09447},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-09447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10412,
author = {Arrasy Rahman and
Niklas H{\"{o}}pner and
Filippos Christianos and
Stefano V. Albrecht},
title = {Open Ad Hoc Teamwork using Graph-based Policy Learning},
journal = {CoRR},
volume = {abs/2006.10412},
year = {2020},
url = {https://arxiv.org/abs/2006.10412},
eprinttype = {arXiv},
eprint = {2006.10412},
timestamp = {Thu, 13 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10412.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-09327,
author = {Ibrahim Ahmed and
Josiah P. Hanna and
Stefano V. Albrecht},
title = {Quantum-Secure Authentication via Abstract Multi-Agent Interaction},
journal = {CoRR},
volume = {abs/2007.09327},
year = {2020},
url = {https://arxiv.org/abs/2007.09327},
eprinttype = {arXiv},
eprint = {2007.09327},
timestamp = {Fri, 31 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-09327.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-00509,
author = {Henry Pulver and
Francisco Eiras and
Ludovico Carozza and
Majd Hawasly and
Stefano V. Albrecht and
Subramanian Ramamoorthy},
title = {{PILOT:} Efficient Planning by Imitation Learning and Optimisation
for Safe Autonomous Driving},
journal = {CoRR},
volume = {abs/2011.00509},
year = {2020},
url = {https://arxiv.org/abs/2011.00509},
eprinttype = {arXiv},
eprint = {2011.00509},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-00509.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04737,
author = {Georgios Papoudakis and
Filippos Christianos and
Arrasy Rahman and
Stefano V. Albrecht},
title = {Dealing with Non-Stationarity in Multi-Agent Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1906.04737},
year = {2019},
url = {http://arxiv.org/abs/1906.04737},
eprinttype = {arXiv},
eprint = {1906.04737},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04737.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-11064,
author = {Stefano V. Albrecht and
Peter Stone},
title = {Reasoning about Hypothetical Agent Behaviours and their Parameters},
journal = {CoRR},
volume = {abs/1906.11064},
year = {2019},
url = {http://arxiv.org/abs/1906.11064},
eprinttype = {arXiv},
eprint = {1906.11064},
timestamp = {Thu, 27 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-11064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-01912,
author = {Stefano V. Albrecht and
Subramanian Ramamoorthy},
title = {Are You Doing What {I} Think You Are Doing? Criticising Uncertain
Agent Models},
journal = {CoRR},
volume = {abs/1907.01912},
year = {2019},
url = {http://arxiv.org/abs/1907.01912},
eprinttype = {arXiv},
eprint = {1907.01912},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-01912.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-05247,
author = {Stefano V. Albrecht and
Jacob W. Crandall and
Subramanian Ramamoorthy},
title = {An Empirical Study on the Practical Impact of Prior Beliefs over Policy
Types},
journal = {CoRR},
volume = {abs/1907.05247},
year = {2019},
url = {http://arxiv.org/abs/1907.05247},
eprinttype = {arXiv},
eprint = {1907.05247},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-05247.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-05850,
author = {Stefano V. Albrecht and
Subramanian Ramamoorthy},
title = {Exploiting Causality for Selective Belief Filtering in Dynamic Bayesian
Networks (Extended Abstract)},
journal = {CoRR},
volume = {abs/1907.05850},
year = {2019},
url = {http://arxiv.org/abs/1907.05850},
eprinttype = {arXiv},
eprint = {1907.05850},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-05850.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06995,
author = {Stefano V. Albrecht and
Subramanian Ramamoorthy},
title = {On Convergence and Optimality of Best-Response Learning with Policy
Types in Multiagent Systems},
journal = {CoRR},
volume = {abs/1907.06995},
year = {2019},
url = {http://arxiv.org/abs/1907.06995},
eprinttype = {arXiv},
eprint = {1907.06995},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06995.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-09189,
author = {Stefano V. Albrecht and
Subramanian Ramamoorthy},
title = {Comparative Evaluation of Multiagent Learning Algorithms in a Diverse
Set of Ad Hoc Team Problems},
journal = {CoRR},
volume = {abs/1907.09189},
year = {2019},
url = {http://arxiv.org/abs/1907.09189},
eprinttype = {arXiv},
eprint = {1907.09189},
timestamp = {Tue, 30 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-09189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-09810,
author = {Stefano V. Albrecht and
Jacob W. Crandall and
Subramanian Ramamoorthy},
title = {{E-HBA:} Using Action Policies for Expert Advice and Agent Typification},
journal = {CoRR},
volume = {abs/1907.09810},
year = {2019},
url = {http://arxiv.org/abs/1907.09810},
eprinttype = {arXiv},
eprint = {1907.09810},
timestamp = {Tue, 30 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-09810.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-00927,
author = {Maciej Wiatrak and
Stefano V. Albrecht},
title = {Stabilizing Generative Adversarial Network Training: {A} Survey},
journal = {CoRR},
volume = {abs/1910.00927},
year = {2019},
url = {http://arxiv.org/abs/1910.00927},
eprinttype = {arXiv},
eprint = {1910.00927},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-00927.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/AlbrechtS18,
author = {Stefano V. Albrecht and
Peter Stone},
title = {Autonomous agents modelling other agents: {A} comprehensive survey
and open problems},
journal = {Artif. Intell.},
volume = {258},
pages = {66--95},
year = {2018},
url = {https://doi.org/10.1016/j.artint.2018.01.002},
doi = {10.1016/J.ARTINT.2018.01.002},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/AlbrechtS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-03331,
author = {Craig Innes and
Alex Lascarides and
Stefano V. Albrecht and
Subramanian Ramamoorthy and
Benjamin Rosman},
title = {Reasoning about Unforeseen Possibilities During Policy Learning},
journal = {CoRR},
volume = {abs/1801.03331},
year = {2018},
url = {http://arxiv.org/abs/1801.03331},
eprinttype = {arXiv},
eprint = {1801.03331},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-03331.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aamas/AlbrechtLS17,
author = {Stefano V. Albrecht and
Somchaya Liemhetcharat and
Peter Stone},
title = {Special issue on multiagent interaction without prior coordination:
guest editorial},
journal = {Auton. Agents Multi Agent Syst.},
volume = {31},
number = {4},
pages = {765--766},
year = {2017},
url = {https://doi.org/10.1007/s10458-016-9358-0},
doi = {10.1007/S10458-016-9358-0},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aamas/AlbrechtLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/AlbrechtS17,
author = {Stefano V. Albrecht and
Peter Stone},
editor = {Kate Larson and
Michael Winikoff and
Sanmay Das and
Edmund H. Durfee},
title = {Reasoning about Hypothetical Agent Behaviours and their Parameters},
booktitle = {Proceedings of the 16th Conference on Autonomous Agents and MultiAgent
Systems, {AAMAS} 2017, S{\~{a}}o Paulo, Brazil, May 8-12, 2017},
pages = {547--555},
publisher = {{ACM}},
year = {2017},
url = {http://dl.acm.org/citation.cfm?id=3091206},
timestamp = {Wed, 27 Sep 2017 07:24:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/AlbrechtS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/AlbrechtR17,
author = {Stefano V. Albrecht and
Subramanian Ramamoorthy},
editor = {Carles Sierra},
title = {Exploiting Causality for Selective Belief Filtering in Dynamic Bayesian
Networks (Extended Abstract)},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {5085--5089},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/727},
doi = {10.24963/IJCAI.2017/727},
timestamp = {Tue, 20 Aug 2019 16:16:54 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/AlbrechtR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-08071,
author = {Stefano V. Albrecht and
Peter Stone},
title = {Autonomous Agents Modelling Other Agents: {A} Comprehensive Survey
and Open Problems},
journal = {CoRR},
volume = {abs/1709.08071},
year = {2017},
url = {http://arxiv.org/abs/1709.08071},
eprinttype = {arXiv},
eprint = {1709.08071},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-08071.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/AlbrechtCR16,
author = {Stefano V. Albrecht and
Jacob W. Crandall and
Subramanian Ramamoorthy},
title = {Belief and truth in hypothesised behaviours},
journal = {Artif. Intell.},
volume = {235},
pages = {63--94},
year = {2016},
url = {https://doi.org/10.1016/j.artint.2016.02.004},
doi = {10.1016/J.ARTINT.2016.02.004},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/AlbrechtCR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/AlbrechtBBBCCDF16,
author = {Stefano V. Albrecht and
Bruno Bouchard and
John S. Brownstein and
David L. Buckeridge and
Cornelia Caragea and
Kevin M. Carter and
Adnan Darwiche and
Blaz Fortuna and
Yannick Francillette and
S{\'{e}}bastien Gaboury and
C. Lee Giles and
Marko Grobelnik and
Estevam R. Hruschka Jr. and
Jeffrey O. Kephart and
Parisa Kordjamshidi and
Viliam Lis{\'{y}} and
Daniele Magazzeni and
Jo{\~{a}}o Marques{-}Silva and
Pierre Marquis and
David R. Martinez and
Marek P. Michalowski and
Arash Shaban{-}Nejad and
Zeinab Noorian and
Enrico Pontelli and
Alex Rogers and
Stephanie Rosenthal and
Dan Roth and
Arunesh Sinha and
William W. Streilein and
Sylvie Thi{\'{e}}baux and
Tran Cao Son and
Byron C. Wallace and
Toby Walsh and
Michael Witbrock and
Jie Zhang},
title = {Reports of the 2016 {AAAI} Workshop Program},
journal = {{AI} Mag.},
volume = {37},
number = {3},
pages = {99--108},
year = {2016},
url = {https://doi.org/10.1609/aimag.v37i3.2680},
doi = {10.1609/AIMAG.V37I3.2680},
timestamp = {Tue, 18 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/AlbrechtBBBCCDF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/AlbrechtR16,
author = {Stefano V. Albrecht and
Subramanian Ramamoorthy},
title = {Exploiting Causality for Selective Belief Filtering in Dynamic Bayesian
Networks},
journal = {J. Artif. Intell. Res.},
volume = {55},
pages = {1135--1178},
year = {2016},
url = {https://doi.org/10.1613/jair.5044},
doi = {10.1613/JAIR.5044},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/AlbrechtR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2016ma,
editor = {Stefano V. Albrecht and
Katie Genter and
Somchaya Liemhetcharat},
title = {Multiagent Interaction without Prior Coordination, Papers from the
2016 {AAAI} Workshop, Phoenix, Arizona, USA, February 13, 2016},
series = {{AAAI} Technical Report},
volume = {{WS-16-11}},
publisher = {{AAAI} Press},
year = {2016},
url = {http://www.aaai.org/Library/Workshops/ws16-11.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/2016ma.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Albrecht15,
author = {Stefano Vittorino Albrecht},
title = {Utilising policy types for effective ad hoc coordination in multiagent
systems},
school = {University of Edinburgh, {UK}},
year = {2015},
url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.693660},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ethos/Albrecht15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/AlbrechtBBBCDEF15,
author = {Stefano V. Albrecht and
Andr{\'{e}} da Motta Salles Barreto and
Darius Braziunas and
David L. Buckeridge and
Heriberto Cuay{\'{a}}huitl and
Nina Dethlefs and
Markus Endres and
Amir{-}massoud Farahmand and
Mark Fox and
Lutz Frommberger and
Sam Ganzfried and
Yolanda Gil and
S{\'{e}}bastien Guillet and
Lawrence E. Hunter and
Arnav Jhala and
Kristian Kersting and
George Dimitri Konidaris and
Freddy L{\'{e}}cu{\'{e}} and
Sheila A. McIlraith and
Sriraam Natarajan and
Zeinab Noorian and
David Poole and
R{\'{e}}mi Ronfard and
Alessandro Saffiotti and
Arash Shaban{-}Nejad and
Biplav Srivastava and
Gerald Tesauro and
Rosario Uceda{-}Sosa and
Guy Van den Broeck and
Martijn van Otterlo and
Byron C. Wallace and
Paul Weng and
Jenna Wiens and
Jie Zhang},
title = {Reports of the {AAAI} 2014 Conference Workshops},
journal = {{AI} Mag.},
volume = {36},
number = {1},
pages = {87--98},
year = {2015},
url = {https://doi.org/10.1609/aimag.v36i1.2575},
doi = {10.1609/AIMAG.V36I1.2575},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/AlbrechtBBBCDEF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AlbrechtCR15,
author = {Stefano Vittorino Albrecht and
Jacob William Crandall and
Subramanian Ramamoorthy},
editor = {Blai Bonet and
Sven Koenig},
title = {An Empirical Study on the Practical Impact of Prior Beliefs over Policy
Types},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {1988--1994},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9426},
doi = {10.1609/AAAI.V29I1.9426},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AlbrechtCR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AlbrechtR15,
author = {Stefano V. Albrecht and
Subramanian Ramamoorthy},
editor = {Marina Meila and
Tom Heskes},
title = {Are You Doing What {I} Think You Are Doing? Criticising Uncertain
Agent Models},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {52--61},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/papers/37.pdf},
timestamp = {Thu, 12 Mar 2020 11:31:09 +0100},
biburl = {https://dblp.org/rec/conf/uai/AlbrechtR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/AlbrechtLBBCCDD15,
author = {Stefano V. Albrecht and
J. Christopher Beck and
David L. Buckeridge and
Adi Botea and
Cornelia Caragea and
Chi{-}Hung Chi and
Theodoros Damoulas and
Bistra Dilkina and
Eric Eaton and
Pooyan Fazli and
Sam Ganzfried and
Marius Lindauer and
Marlos C. Machado and
Yuri Malitsky and
Gary Marcus and
Sebastiaan A. Meijer and
Francesca Rossi and
Arash Shaban{-}Nejad and
Sylvie Thi{\'{e}}baux and
Manuela M. Veloso and
Toby Walsh and
Can Wang and
Jie Zhang and
Yu Zheng},
title = {Reports from the 2015 {AAAI} Workshop Program},
journal = {{AI} Mag.},
volume = {36},
number = {2},
pages = {90--101},
year = {2015},
url = {https://doi.org/10.1609/aimag.v36i2.2590},
doi = {10.1609/AIMAG.V36I2.2590},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/AlbrechtLBBCCDD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlbrechtR15,
author = {Stefano V. Albrecht and
Subramanian Ramamoorthy},
title = {A Game-Theoretic Model and Best-Response Learning Method for Ad Hoc
Coordination in Multiagent Systems},
journal = {CoRR},
volume = {abs/1506.01170},
year = {2015},
url = {http://arxiv.org/abs/1506.01170},
eprinttype = {arXiv},
eprint = {1506.01170},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlbrechtR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlbrechtCR15,
author = {Stefano V. Albrecht and
Jacob W. Crandall and
Subramanian Ramamoorthy},
title = {Belief and Truth in Hypothesised Behaviours},
journal = {CoRR},
volume = {abs/1507.07688},
year = {2015},
url = {http://arxiv.org/abs/1507.07688},
eprinttype = {arXiv},
eprint = {1507.07688},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlbrechtCR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AlbrechtR14,
author = {Stefano V. Albrecht and
Subramanian Ramamoorthy},
editor = {Nevin L. Zhang and
Jin Tian},
title = {On Convergence and Optimality of Best-Response Learning with Policy
Types in Multiagent Systems},
booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
2014},
pages = {12--21},
publisher = {{AUAI} Press},
year = {2014},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2436\&\#38;proceeding\_id=30},
timestamp = {Wed, 03 Feb 2021 11:09:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/AlbrechtR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlbrechtR14,
author = {Stefano V. Albrecht and
Subramanian Ramamoorthy},
title = {Exploiting Causality for Efficient Monitoring in POMDPs},
journal = {CoRR},
volume = {abs/1401.7941},
year = {2014},
url = {http://arxiv.org/abs/1401.7941},
eprinttype = {arXiv},
eprint = {1401.7941},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlbrechtR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/AlbrechtR13,
author = {Stefano V. Albrecht and
Subramanian Ramamoorthy},
editor = {Maria L. Gini and
Onn Shehory and
Takayuki Ito and
Catholijn M. Jonker},
title = {A game-theoretic model and best-response learning method for ad hoc
coordination in multiagent systems},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '13, Saint Paul, MN, USA, May 6-10, 2013},
pages = {1155--1156},
publisher = {{IFAAMAS}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2485118},
timestamp = {Thu, 09 Sep 2021 16:09:54 +0200},
biburl = {https://dblp.org/rec/conf/atal/AlbrechtR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/AlbrechtR13a,
author = {Stefano V. Albrecht and
Subramanian Ramamoorthy},
editor = {Maria L. Gini and
Onn Shehory and
Takayuki Ito and
Catholijn M. Jonker},
title = {Ad hoc coordination in multiagent systems with applications to human-machine
interaction},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '13, Saint Paul, MN, USA, May 6-10, 2013},
pages = {1415--1416},
publisher = {{IFAAMAS}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2485253},
timestamp = {Fri, 28 Jun 2013 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/AlbrechtR13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aamas/AlbrechtR12,
author = {Stefano V. Albrecht and
Subramanian Ramamoorthy},
editor = {Wiebe van der Hoek and
Lin Padgham and
Vincent Conitzer and
Michael Winikoff},
title = {Comparative evaluation of {MAL} algorithms in a diverse set of ad
hoc team problems},
booktitle = {International Conference on Autonomous Agents and Multiagent Systems,
{AAMAS} 2012, Valencia, Spain, June 4-8, 2012 {(3} Volumes)},
pages = {349--356},
publisher = {{IFAAMAS}},
year = {2012},
url = {http://dl.acm.org/citation.cfm?id=2343626},
timestamp = {Thu, 19 Mar 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aamas/AlbrechtR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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