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@article{DBLP:journals/ijinfoman/DwivediJHDAAAAAAAABBBBBBBCCCC24,
author = {Yogesh K. Dwivedi and
Anand Jeyaraj and
Laurie Hughes and
Gareth H. Davies and
Manju Ahuja and
Mousa Ahmed Albashrawi and
Adil S. Al{-}Busaidi and
Salah A. Al{-}Sharhan and
Khalid Ibrahim Al{-}Sulaiti and
Levent Altinay and
Shem Amalaya and
Sunil Archak and
Mar{\'{\i}}a Teresa Ballestar and
Shonil A. Bhagwat and
Anandhi Bharadwaj and
Amit Bhushan and
Indranil Bose and
Pawan Budhwar and
Deborah Bunker and
Alexandru Capatina and
Lemuria D. Carter and
Ioanna D. Constantiou and
Crispin R. Coombs and
Tom Crick and
Csaba Cs{\'{a}}ki and
Yves Darnige and
Rahul D{\'{e}} and
Rick Delbridge and
Rameshwar Dubey and
Robin Gauld and
Ravikumar Gutti and
Mari{\'{e}} Hattingh and
Arve Haug and
Leeya Hendricks and
Airo Hino and
Cathy H. C. Hsu and
Netta Iivari and
Marijn Janssen and
Ikram Jebabli and
Paul Jones and
Iris A. Junglas and
Abhishek Kaushik and
Deepak Khazanchi and
Mitsuru Kodama and
Sascha Kraus and
Vikram Kumar and
Christian Maier and
F. Tegwen Malik and
Machdel Matthee and
Ian P. McCarthy and
Marco Meier and
Bhimaraya A. Metri and
Adrian Micu and
Angela{-}Eliza Micu and
Santosh K. Misra and
Anubhav Mishra and
Tonja Molin{-}Juustila and
Leif Oppermann and
Nicholas O'Regan and
Abhipsa Pal and
Neeraj Pandey and
Ilias O. Pappas and
Andrew Parker and
Kavita Pathak and
Daniel A. Pienta and
Ariana Polyviou and
Ramakrishnan Raman and
Samuel Ribeiro{-}Navarrete and
Paavo Ritala and
Michael Rosemann and
Suprateek Sarker and
Pallavi Saxena and
Daniel Schlagwein and
Hergen Schultze and
Chitra Sharma and
Sujeet Kumar Sharma and
Antonis C. Simintiras and
Vinay Kumar Singh and
Hanlie Smuts and
John Soldatos and
Manoj Kumar Tiwari and
Jason Bennett Thatcher and
Cristina Vanberghen and
{\'{A}}kos Varga and
Polyxeni Vassilakopoulou and
Viswanath Venkatesh and
Giampaolo Viglia and
Tim Vorley and
Michael Wade and
Paul Walton},
title = {"Real impact": Challenges and opportunities in bridging the gap between
research and practice - Making a difference in industry, policy, and
society},
journal = {Int. J. Inf. Manag.},
volume = {78},
pages = {102750},
year = {2024},
url = {https://doi.org/10.1016/j.ijinfomgt.2023.102750},
doi = {10.1016/J.IJINFOMGT.2023.102750},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijinfoman/DwivediJHDAAAAAAAABBBBBBBCCCC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/Kumar24,
author = {Akshat Kumar},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {Difference of Convex Functions Programming for Policy Optimization
in Reinforcement Learning},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {2339--2341},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
/ {ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3663153},
doi = {10.5555/3635637.3663153},
timestamp = {Wed, 26 Jun 2024 14:06:50 +0200},
biburl = {https://dblp.org/rec/conf/atal/Kumar24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-06856,
author = {Adhyyan Narang and
Andrew Wagenmaker and
Lillian J. Ratliff and
Kevin G. Jamieson},
title = {Sample Complexity Reduction via Policy Difference Estimation in Tabular
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2406.06856},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.06856},
doi = {10.48550/ARXIV.2406.06856},
eprinttype = {arXiv},
eprint = {2406.06856},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-06856.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/CaoLWFZ23,
author = {Jiaqing Cao and
Quan Liu and
Lan Wu and
Qiming Fu and
Shan Zhong},
title = {Temporal-difference emphasis learning with regularized correction
for off-policy evaluation and control},
journal = {Appl. Intell.},
volume = {53},
number = {18},
pages = {20917--20937},
year = {2023},
url = {https://doi.org/10.1007/s10489-023-04579-4},
doi = {10.1007/S10489-023-04579-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/CaoLWFZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/ParkKMNH23,
author = {Bumgeun Park and
Taeyoung Kim and
Woohyeon Moon and
Sarvar Hussain Nengroo and
Dongsoo Har},
editor = {De{-}Shuang Huang and
Prashan Premaratne and
Baohua Jin and
Boyang Qu and
Kang{-}Hyun Jo and
Abir Hussain},
title = {Off-Policy Reinforcement Learning with Loss Function Weighted by Temporal
Difference Error},
booktitle = {Advanced Intelligent Computing Technology and Applications - 19th
International Conference, {ICIC} 2023, Zhengzhou, China, August 10-13,
2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14090},
pages = {600--613},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-99-4761-4\_51},
doi = {10.1007/978-981-99-4761-4\_51},
timestamp = {Tue, 08 Aug 2023 13:15:21 +0200},
biburl = {https://dblp.org/rec/conf/icic/ParkKMNH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChenMLYYG23,
author = {Xingguo Chen and
Xingzhou Ma and
Yang Li and
Guang Yang and
Shangdong Yang and
Yang Gao},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Modified Retrace for Off-Policy Temporal Difference Learning},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {303--312},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/chen23a.html},
timestamp = {Wed, 01 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChenMLYYG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LeeKH22,
author = {Donghwan Lee and
Do Wan Kim and
Jianghai Hu},
title = {Distributed Off-Policy Temporal Difference Learning Using Primal-Dual
Method},
journal = {{IEEE} Access},
volume = {10},
pages = {107077--107094},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3211395},
doi = {10.1109/ACCESS.2022.3211395},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/LeeKH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JiaZ22,
author = {Yanwei Jia and
Xun Yu Zhou},
title = {Policy Evaluation and Temporal-Difference Learning in Continuous Time
and Space: {A} Martingale Approach},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {154:1--154:55},
year = {2022},
url = {https://jmlr.org/papers/v23/21-0947.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/JiaZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiXL22,
author = {Yueheng Li and
Guangming Xie and
Zongqing Lu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Difference Advantage Estimation for Multi-Agent Policy Gradients},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {13066--13085},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/li22w.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiXL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TosattoPWM22,
author = {Samuele Tosatto and
Andrew Patterson and
Martha White and
Rupam Mahmood},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {A Temporal-Difference Approach to Policy Gradient Estimation},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {21609--21632},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/tosatto22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TosattoPWM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Thomas22,
author = {Valentin Thomas},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {On the role of overparameterization in off-policy Temporal Difference
learning with linear function approximation},
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/f115f619b62833aadc5acb058975b0e6-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Thomas22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/SaglamMK22,
author = {Baturay Saglam and
Furkan B. Mutlu and
Suleyman S. Kozat},
editor = {Hisao Ishibuchi and
Chee{-}Keong Kwoh and
Ah{-}Hwee Tan and
Dipti Srinivasan and
Chunyan Miao and
Anupam Trivedi and
Keeley A. Crockett},
title = {An Optimistic Approach to the Temporal Difference Error in Off-Policy
Actor-Critic Algorithms},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2022,
Singapore, December 4-7, 2022},
pages = {875--883},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SSCI51031.2022.10022298},
doi = {10.1109/SSCI51031.2022.10022298},
timestamp = {Wed, 08 Feb 2023 22:09:16 +0100},
biburl = {https://dblp.org/rec/conf/ssci/SaglamMK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-02396,
author = {Samuele Tosatto and
Andrew Patterson and
Martha White and
A. Rupam Mahmood},
title = {A Temporal-Difference Approach to Policy Gradient Estimation},
journal = {CoRR},
volume = {abs/2202.02396},
year = {2022},
url = {https://arxiv.org/abs/2202.02396},
eprinttype = {arXiv},
eprint = {2202.02396},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-02396.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-07960,
author = {Ziad Kobeissi and
Francis R. Bach},
title = {On a Variance Reduction Correction of the Temporal Difference for
Policy Evaluation in the Stochastic Continuous Setting},
journal = {CoRR},
volume = {abs/2202.07960},
year = {2022},
url = {https://arxiv.org/abs/2202.07960},
eprinttype = {arXiv},
eprint = {2202.07960},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-07960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-10172,
author = {Eric Graves and
Sina Ghiassian},
title = {Importance Sampling Placement in Off-Policy Temporal-Difference Methods},
journal = {CoRR},
volume = {abs/2203.10172},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.10172},
doi = {10.48550/ARXIV.2203.10172},
eprinttype = {arXiv},
eprint = {2203.10172},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-10172.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-13175,
author = {Bumgeun Park and
Taeyoung Kim and
Woohyeon Moon and
Luiz Felipe Vecchietti and
Dongsoo Har},
title = {Off-Policy Reinforcement Learning with Loss Function Weighted by Temporal
Difference Error},
journal = {CoRR},
volume = {abs/2212.13175},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.13175},
doi = {10.48550/ARXIV.2212.13175},
eprinttype = {arXiv},
eprint = {2212.13175},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-13175.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/WangLYP21,
author = {Huimu Wang and
Zhen Liu and
Jianqiang Yi and
Zhiqiang Pu},
title = {Multiagent Hierarchical Cognition Difference Policy for Multiagent
Cooperation},
journal = {Algorithms},
volume = {14},
number = {3},
pages = {98},
year = {2021},
url = {https://doi.org/10.3390/a14030098},
doi = {10.3390/A14030098},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/WangLYP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CaoLZFZ21,
author = {Jiaqing Cao and
Quan Liu and
Fei Zhu and
Qiming Fu and
Shan Zhong},
title = {Gradient temporal-difference learning for off-policy evaluation using
emphatic weightings},
journal = {Inf. Sci.},
volume = {580},
pages = {311--330},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.08.082},
doi = {10.1016/J.INS.2021.08.082},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/CaoLZFZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/KoppelWSSR21,
author = {Alec Koppel and
Garrett Warnell and
Ethan Stump and
Peter Stone and
Alejandro Ribeiro},
title = {Policy Evaluation in Continuous MDPs With Efficient Kernelized Gradient
Temporal Difference},
journal = {{IEEE} Trans. Autom. Control.},
volume = {66},
number = {4},
pages = {1856--1863},
year = {2021},
url = {https://doi.org/10.1109/TAC.2020.3029315},
doi = {10.1109/TAC.2020.3029315},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/KoppelWSSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/CastelliniDOS21,
author = {Jacopo Castellini and
Sam Devlin and
Frans A. Oliehoek and
Rahul Savani},
editor = {Frank Dignum and
Alessio Lomuscio and
Ulle Endriss and
Ann Now{\'{e}}},
title = {Difference Rewards Policy Gradients},
booktitle = {{AAMAS} '21: 20th International Conference on Autonomous Agents and
Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021},
pages = {1475--1477},
publisher = {{ACM}},
year = {2021},
url = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p1475.pdf},
doi = {10.5555/3463952.3464130},
timestamp = {Wed, 20 Jul 2022 17:03:47 +0200},
biburl = {https://dblp.org/rec/conf/atal/CastelliniDOS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/StankovicBS21,
author = {Milos S. Stankovic and
Marko Beko and
Srdjan S. Stankovic},
title = {Distributed Consensus-Based Multi-Agent Off-Policy Temporal-Difference
Learning},
booktitle = {2021 60th {IEEE} Conference on Decision and Control (CDC), Austin,
TX, USA, December 14-17, 2021},
pages = {5976--5981},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CDC45484.2021.9683607},
doi = {10.1109/CDC45484.2021.9683607},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/StankovicBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-06655,
author = {Yanwei Jia and
Xun Yu Zhou},
title = {Policy Evaluation and Temporal-Difference Learning in Continuous Time
and Space: {A} Martingale Approach},
journal = {CoRR},
volume = {abs/2108.06655},
year = {2021},
url = {https://arxiv.org/abs/2108.06655},
eprinttype = {arXiv},
eprint = {2108.06655},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-06655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-12002,
author = {Yaqi Duan and
Mengdi Wang and
Martin J. Wainwright},
title = {Optimal policy evaluation using kernel-based temporal difference methods},
journal = {CoRR},
volume = {abs/2109.12002},
year = {2021},
url = {https://arxiv.org/abs/2109.12002},
eprinttype = {arXiv},
eprint = {2109.12002},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-12002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/TurveyKNHBHD20,
author = {Carolyn L. Turvey and
Dawn M. Klein and
Kim M. Nazi and
Susan T. Haidary and
Omar Bouhaddou and
Nelson Hsing and
Margaret Donahue},
title = {Racial differences in patient consent policy preferences for electronic
health information exchange},
journal = {J. Am. Medical Informatics Assoc.},
volume = {27},
number = {5},
pages = {717--725},
year = {2020},
url = {https://doi.org/10.1093/jamia/ocaa012},
doi = {10.1093/JAMIA/OCAA012},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/TurveyKNHBHD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/HerediaM20,
author = {Paulo Heredia and
Shaoshuai Mou},
title = {Finite-Sample Analysis of Multi-Agent Policy Evaluation with Kernelized
Gradient Temporal Difference},
booktitle = {59th {IEEE} Conference on Decision and Control, {CDC} 2020, Jeju Island,
South Korea, December 14-18, 2020},
pages = {5647--5652},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CDC42340.2020.9303966},
doi = {10.1109/CDC42340.2020.9303966},
timestamp = {Fri, 04 Mar 2022 13:31:02 +0100},
biburl = {https://dblp.org/rec/conf/cdc/HerediaM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/DiddigiKB20,
author = {Raghuram Bharadwaj Diddigi and
Chandramouli Kamanchi and
Shalabh Bhatnagar},
editor = {Giuseppe De Giacomo and
Alejandro Catal{\'{a}} and
Bistra Dilkina and
Michela Milano and
Sen{\'{e}}n Barro and
Alberto Bugar{\'{\i}}n and
J{\'{e}}r{\^{o}}me Lang},
title = {A Convergent Off-Policy Temporal Difference Algorithm},
booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence,
29 August-8 September 2020, Santiago de Compostela, Spain, August
29 - September 8, 2020 - Including 10th Conference on Prestigious
Applications of Artificial Intelligence {(PAIS} 2020)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {325},
pages = {1103--1110},
publisher = {{IOS} Press},
year = {2020},
url = {https://doi.org/10.3233/FAIA200207},
doi = {10.3233/FAIA200207},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/DiddigiKB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/paams/Algarvio0S20,
author = {Hugo Algarvio and
Fernando Lopes and
Jo{\~{a}}o Santana},
editor = {Fernando de la Prieta and
Philippe Mathieu and
Jaime Andr{\'{e}}s Rinc{\'{o}}n Arango and
Alia El Bolock and
Elena del Val and
Jaume Jord{\'{a}}n Prunera and
Jo{\~{a}}o Carneiro and
Rub{\'{e}}n Fuentes and
Fernando Lopes and
Vicente Juli{\'{a}}n},
title = {Renewable Energy Support Policy Based on Contracts for Difference
and Bilateral Negotiation},
booktitle = {Highlights in Practical Applications of Agents, Multi-Agent Systems,
and Trust-worthiness. The {PAAMS} Collection - International Workshops
of {PAAMS} 2020, L'Aquila, Italy, October 7-9, 2020, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1233},
pages = {293--301},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-51999-5\_24},
doi = {10.1007/978-3-030-51999-5\_24},
timestamp = {Thu, 04 Jul 2024 21:34:17 +0200},
biburl = {https://dblp.org/rec/conf/paams/Algarvio0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/LeeHM20,
author = {Sangyeop Lee and
Myoung Hoon Ha and
Byung Ro Moon},
editor = {Chih{-}Cheng Hung and
Tom{\'{a}}s Cern{\'{y}} and
Dongwan Shin and
Alessio Bechini},
title = {Understanding features on evolutionary policy optimizations: feature
learning difference between gradient-based and evolutionary policy
optimizations},
booktitle = {{SAC} '20: The 35th {ACM/SIGAPP} Symposium on Applied Computing, online
event, [Brno, Czech Republic], March 30 - April 3, 2020},
pages = {1112--1118},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3341105.3373966},
doi = {10.1145/3341105.3373966},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/LeeHM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-11258,
author = {Jacopo Castellini and
Sam Devlin and
Frans A. Oliehoek and
Rahul Savani},
title = {Difference Rewards Policy Gradients},
journal = {CoRR},
volume = {abs/2012.11258},
year = {2020},
url = {https://arxiv.org/abs/2012.11258},
eprinttype = {arXiv},
eprint = {2012.11258},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-11258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cscw/GroverBMR19,
author = {Ted Grover and
Ayse Elvan Bayraktaroglu and
Gloria Mark and
Eugenia Ha Rim Rho},
title = {Moral and Affective Differences in {U.S.} Immigration Policy Debate
on Twitter},
journal = {Comput. Support. Cooperative Work.},
volume = {28},
number = {3-4},
pages = {317--355},
year = {2019},
url = {https://doi.org/10.1007/s10606-019-09357-w},
doi = {10.1007/S10606-019-09357-W},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cscw/GroverBMR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RiquelmePVMGMBN19,
author = {Carlos Riquelme and
Hugo Penedones and
Damien Vincent and
Hartmut Maennel and
Sylvain Gelly and
Timothy A. Mann and
Andr{\'{e}} Barreto and
Gergely Neu},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Adaptive Temporal-Difference Learning for Policy Evaluation with Per-State
Uncertainty Estimates},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {11872--11882},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/816a6db41f0e44644bc65808b6db5ca4-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RiquelmePVMGMBN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-07987,
author = {Hugo Penedones and
Carlos Riquelme and
Damien Vincent and
Hartmut Maennel and
Timothy A. Mann and
Andr{\'{e}} Barreto and
Sylvain Gelly and
Gergely Neu},
title = {Adaptive Temporal-Difference Learning for Policy Evaluation with Per-State
Uncertainty Estimates},
journal = {CoRR},
volume = {abs/1906.07987},
year = {2019},
url = {http://arxiv.org/abs/1906.07987},
eprinttype = {arXiv},
eprint = {1906.07987},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-07987.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-05697,
author = {Raghuram Bharadwaj Diddigi and
Chandramouli Kamanchi and
Shalabh Bhatnagar},
title = {A Convergent Off-Policy Temporal Difference Algorithm},
journal = {CoRR},
volume = {abs/1911.05697},
year = {2019},
url = {http://arxiv.org/abs/1911.05697},
eprinttype = {arXiv},
eprint = {1911.05697},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-05697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-00526,
title = {FiDi-RL: Incorporating Deep Reinforcement Learning with Finite-Difference
Policy Search for Efficient Learning of Continuous Control},
journal = {CoRR},
volume = {abs/1907.00526},
year = {2019},
note = {Withdrawn.},
url = {http://arxiv.org/abs/1907.00526},
eprinttype = {arXiv},
eprint = {1907.00526},
timestamp = {Wed, 05 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-00526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LiWSJ18,
author = {Dazi Li and
Yuting Wang and
Tianheng Song and
Qibing Jin},
title = {An Adaptive Policy Evaluation Network Based on Recursive Least Squares
Temporal Difference With Gradient Correction},
journal = {{IEEE} Access},
volume = {6},
pages = {7515--7525},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2805298},
doi = {10.1109/ACCESS.2018.2805298},
timestamp = {Wed, 04 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/LiWSJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mor/KarmakarB18,
author = {Prasenjit Karmakar and
Shalabh Bhatnagar},
title = {Two Time-Scale Stochastic Approximation with Controlled Markov Noise
and Off-Policy Temporal-Difference Learning},
journal = {Math. Oper. Res.},
volume = {43},
number = {1},
pages = {130--151},
year = {2018},
url = {https://doi.org/10.1287/moor.2017.0855},
doi = {10.1287/MOOR.2017.0855},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mor/KarmakarB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/GivchiP18,
author = {Arash Givchi and
Maziar Palhang},
title = {Off-policy temporal difference learning with distribution adaptation
in fast mixing chains},
journal = {Soft Comput.},
volume = {22},
number = {3},
pages = {737--750},
year = {2018},
url = {https://doi.org/10.1007/s00500-017-2490-1},
doi = {10.1007/S00500-017-2490-1},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/GivchiP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-09652,
author = {Huizhen Yu},
title = {On Convergence of some Gradient-based Temporal-Differences Algorithms
for Off-Policy Learning},
journal = {CoRR},
volume = {abs/1712.09652},
year = {2017},
url = {http://arxiv.org/abs/1712.09652},
eprinttype = {arXiv},
eprint = {1712.09652},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-09652.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SuttonMW16,
author = {Richard S. Sutton and
Ashique Rupam Mahmood and
Martha White},
title = {An Emphatic Approach to the Problem of Off-policy Temporal-Difference
Learning},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {73:1--73:29},
year = {2016},
url = {https://jmlr.org/papers/v17/14-488.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SuttonMW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KarmakarMB16,
author = {Prasenjit Karmakar and
Raj Kumar Maity and
Shalabh Bhatnagar},
title = {On a convergent off -policy temporal difference learning algorithm
in on-line learning environment},
journal = {CoRR},
volume = {abs/1605.06076},
year = {2016},
url = {http://arxiv.org/abs/1605.06076},
eprinttype = {arXiv},
eprint = {1605.06076},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KarmakarMB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tele/JungK15a,
author = {Wonsuk Jung and
Youngsun Kwon},
title = {Differences between {LTE} and 3G service customers: Business and policy
implications},
journal = {Telematics Informatics},
volume = {32},
number = {4},
pages = {667--680},
year = {2015},
url = {https://doi.org/10.1016/j.tele.2015.03.001},
doi = {10.1016/J.TELE.2015.03.001},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tele/JungK15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aips/DannN015,
author = {Christoph Dann and
Gerhard Neumann and
Jan Peters},
editor = {Ronen I. Brafman and
Carmel Domshlak and
Patrik Haslum and
Shlomo Zilberstein},
title = {Policy Evaluation with Temporal Differences: {A} Survey and Comparison
(Extended Abstract)},
booktitle = {Proceedings of the Twenty-Fifth International Conference on Automated
Planning and Scheduling, {ICAPS} 2015, Jerusalem, Israel, June 7-11,
2015},
pages = {359--360},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/ICAPS/ICAPS15/paper/view/10635},
timestamp = {Tue, 26 May 2015 21:03:02 +0200},
biburl = {https://dblp.org/rec/conf/aips/DannN015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SuttonMW15,
author = {Richard S. Sutton and
Ashique Rupam Mahmood and
Martha White},
title = {An Emphatic Approach to the Problem of Off-policy Temporal-Difference
Learning},
journal = {CoRR},
volume = {abs/1503.04269},
year = {2015},
url = {http://arxiv.org/abs/1503.04269},
eprinttype = {arXiv},
eprint = {1503.04269},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SuttonMW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DannNP14,
author = {Christoph Dann and
Gerhard Neumann and
Jan Peters},
title = {Policy evaluation with temporal differences: a survey and comparison},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {809--883},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2638563},
doi = {10.5555/2627435.2638563},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DannNP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jota/ChengFZLW14,
author = {Kang Cheng and
Shumin Fei and
Kanjian Zhang and
Xiaomei Liu and
Haikun Wei},
title = {Temporal Difference-Based Policy Iteration for Optimal Control of
Stochastic Systems},
journal = {J. Optim. Theory Appl.},
volume = {163},
number = {1},
pages = {165--180},
year = {2014},
url = {https://doi.org/10.1007/s10957-013-0418-1},
doi = {10.1007/S10957-013-0418-1},
timestamp = {Tue, 07 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jota/ChengFZLW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icis/KamKG13,
author = {Hwee{-}Joo Kam and
Pairin Katerattanakul and
Greg Gogolin},
editor = {Richard L. Baskerville and
Michael Chau},
title = {A Cross Industry Study: Differences in Information Security Policy
Compliance between the Banking Industry and Higher Education},
booktitle = {Proceedings of the International Conference on Information Systems,
{ICIS} 2013, Milano, Italy, December 15-18, 2013},
publisher = {Association for Information Systems},
year = {2013},
url = {http://aisel.aisnet.org/icis2013/proceedings/SecurityOfIS/4},
timestamp = {Wed, 30 Oct 2019 17:01:36 +0100},
biburl = {https://dblp.org/rec/conf/icis/KamKG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/db/KuhnJ09,
author = {Kristine M. Kuhn and
K. D. Joshi},
title = {The reported and revealed importance of job attributes to aspiring
information technology: a policy-capturing study of gender differences},
journal = {Data Base},
volume = {40},
number = {3},
pages = {40--60},
year = {2009},
url = {https://doi.org/10.1145/1592401.1592406},
doi = {10.1145/1592401.1592406},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/db/KuhnJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Heidrich-MeisnerI08,
author = {Verena Heidrich{-}Meisner and
Christian Igel},
title = {Similarities and differences between policy gradient methods and evolution
strategies},
booktitle = {16th European Symposium on Artificial Neural Networks, {ESANN} 2008,
Bruges, Belgium, April 23-25, 2008, Proceedings},
pages = {149--154},
year = {2008},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2008-47.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Heidrich-MeisnerI08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SuttonSM08,
author = {Richard S. Sutton and
Csaba Szepesv{\'{a}}ri and
Hamid Reza Maei},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {A Convergent O(n) Temporal-difference Algorithm for Off-policy Learning
with Linear Function Approximation},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1609--1616},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/e0c641195b27425bb056ac56f8953d24-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SuttonSM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TaylorWS07,
author = {Matthew E. Taylor and
Shimon Whiteson and
Peter Stone},
title = {Temporal Difference and Policy Search Methods for Reinforcement Learning:
An Empirical Comparison},
booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
July 22-26, 2007, Vancouver, British Columbia, Canada},
pages = {1675--1678},
publisher = {{AAAI} Press},
year = {2007},
url = {http://www.aaai.org/Library/AAAI/2007/aaai07-271.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TaylorWS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mss/GerberU06,
author = {Anke Gerber and
Thorsten Upmann},
title = {Bargaining solutions at work: Qualitative differences in policy implications},
journal = {Math. Soc. Sci.},
volume = {52},
number = {2},
pages = {162--175},
year = {2006},
url = {https://doi.org/10.1016/j.mathsocsci.2006.06.002},
doi = {10.1016/J.MATHSOCSCI.2006.06.002},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mss/GerberU06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tis/Wilkinson04,
author = {Kenton T. Wilkinson},
title = {Language Difference and Communication Policy in the Information Age},
journal = {Inf. Soc.},
volume = {20},
number = {3},
pages = {217--229},
year = {2004},
url = {https://doi.org/10.1080/01972240490456890},
doi = {10.1080/01972240490456890},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tis/Wilkinson04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iepol/Martins03,
author = {Maria Lurdes Castro Martins},
title = {International differences in telecommunications demand},
journal = {Inf. Econ. Policy},
volume = {15},
number = {3},
pages = {291--303},
year = {2003},
url = {https://doi.org/10.1016/S0167-6245(02)00111-7},
doi = {10.1016/S0167-6245(02)00111-7},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iepol/Martins03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PrecupSD01,
author = {Doina Precup and
Richard S. Sutton and
Sanjoy Dasgupta},
editor = {Carla E. Brodley and
Andrea Pohoreckyj Danyluk},
title = {Off-Policy Temporal Difference Learning with Function Approximation},
booktitle = {Proceedings of the Eighteenth International Conference on Machine
Learning {(ICML} 2001), Williams College, Williamstown, MA, USA, June
28 - July 1, 2001},
pages = {417--424},
publisher = {Morgan Kaufmann},
year = {2001},
timestamp = {Wed, 27 Nov 2002 10:53:35 +0100},
biburl = {https://dblp.org/rec/conf/icml/PrecupSD01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/Ishikawa00,
author = {Kiyomu Ishikawa},
title = {Health data use and protection policy; based on differences by cultural
and social environment},
journal = {Int. J. Medical Informatics},
volume = {60},
number = {2},
pages = {119--125},
year = {2000},
url = {https://doi.org/10.1016/S1386-5056(00)00111-8},
doi = {10.1016/S1386-5056(00)00111-8},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijmi/Ishikawa00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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