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ORCIDBibTeX records: Amir-massoud Farahmand
@article{DBLP:journals/corr/abs-2403-05996,
author = {Marcel Hussing and
Claas Voelcker and
Igor Gilitschenski and
Amir{-}massoud Farahmand and
Eric Eaton},
title = {Dissecting Deep {RL} with High Update Ratios: Combatting Value Overestimation
and Divergence},
journal = {CoRR},
volume = {abs/2403.05996},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.05996},
doi = {10.48550/ARXIV.2403.05996},
eprinttype = {arXiv},
eprint = {2403.05996},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-05996.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KastnerEF23,
author = {Tyler Kastner and
Murat A. Erdogdu and
Amir{-}massoud Farahmand},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Distributional Model Equivalence for Risk-Sensitive 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/b0cd0e8027309ea050951e758b70d60e-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KastnerEF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-17366,
author = {Claas Voelcker and
Arash Ahmadian and
Romina Abachi and
Igor Gilitschenski and
Amir{-}massoud Farahmand},
title = {{\(\lambda\)}-AC: Learning latent decision-aware models for reinforcement
learning in continuous state-spaces},
journal = {CoRR},
volume = {abs/2306.17366},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.17366},
doi = {10.48550/ARXIV.2306.17366},
eprinttype = {arXiv},
eprint = {2306.17366},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-17366.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-01708,
author = {Tyler Kastner and
Murat A. Erdogdu and
Amir{-}massoud Farahmand},
title = {Distributional Model Equivalence for Risk-Sensitive Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2307.01708},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.01708},
doi = {10.48550/ARXIV.2307.01708},
eprinttype = {arXiv},
eprint = {2307.01708},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-01708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08507,
author = {Mete Kemertas and
Allan D. Jepson and
Amir{-}massoud Farahmand},
title = {Efficient and Accurate Optimal Transport with Mirror Descent and Conjugate
Gradients},
journal = {CoRR},
volume = {abs/2307.08507},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08507},
doi = {10.48550/ARXIV.2307.08507},
eprinttype = {arXiv},
eprint = {2307.08507},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08507.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-06703,
author = {Avery Ma and
Yangchen Pan and
Amir{-}massoud Farahmand},
title = {Understanding the robustness difference between stochastic gradient
descent and adaptive gradient methods},
journal = {CoRR},
volume = {abs/2308.06703},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.06703},
doi = {10.48550/ARXIV.2308.06703},
eprinttype = {arXiv},
eprint = {2308.06703},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-06703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-17855,
author = {Amin Rakhsha and
Mete Kemertas and
Mohammad Ghavamzadeh and
Amir{-}massoud Farahmand},
title = {Maximum Entropy Model Correction in Reinforcement Learning},
journal = {CoRR},
volume = {abs/2311.17855},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.17855},
doi = {10.48550/ARXIV.2311.17855},
eprinttype = {arXiv},
eprint = {2311.17855},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-17855.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-18495,
author = {Avery Ma and
Amir{-}massoud Farahmand and
Yangchen Pan and
Philip H. S. Torr and
Jindong Gu},
title = {Improving Adversarial Transferability via Model Alignment},
journal = {CoRR},
volume = {abs/2311.18495},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.18495},
doi = {10.48550/ARXIV.2311.18495},
eprinttype = {arXiv},
eprint = {2311.18495},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-18495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiuAFP22,
author = {Guiliang Liu and
Ashutosh Adhikari and
Amir{-}massoud Farahmand and
Pascal Poupart},
title = {Learning Object-Oriented Dynamics for Planning from Text},
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=B6EIcyp-Rb7},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiuAFP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/VoelckerLGF22,
author = {Claas Voelcker and
Victor Liao and
Animesh Garg and
Amir{-}massoud Farahmand},
title = {Value Gradient weighted Model-Based Reinforcement Learning},
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=4-D6CZkRXxI},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/VoelckerLGF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RakhshaWGF22,
author = {Amin Rakhsha and
Andrew Wang and
Mohammad Ghavamzadeh and
Amir{-}massoud Farahmand},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Operator Splitting Value Iteration},
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/fa809df3ec53cc5781e5078b7d500a5d-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RakhshaWGF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PanMFWYR022,
author = {Yangchen Pan and
Jincheng Mei and
Amir{-}massoud Farahmand and
Martha White and
Hengshuai Yao and
Mohsen Rohani and
Jun Luo},
editor = {James Cussens and
Kun Zhang},
title = {Understanding and mitigating the limitations of prioritized experience
replay},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {1561--1571},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/pan22a.html},
timestamp = {Sat, 15 Oct 2022 12:08:13 +0200},
biburl = {https://dblp.org/rec/conf/uai/PanMFWYR022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-01464,
author = {Claas Voelcker and
Victor Liao and
Animesh Garg and
Amir{-}massoud Farahmand},
title = {Value Gradient weighted Model-Based Reinforcement Learning},
journal = {CoRR},
volume = {abs/2204.01464},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.01464},
doi = {10.48550/ARXIV.2204.01464},
eprinttype = {arXiv},
eprint = {2204.01464},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-01464.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-13937,
author = {Amin Rakhsha and
Andrew Wang and
Mohammad Ghavamzadeh and
Amir{-}massoud Farahmand},
title = {Operator Splitting Value Iteration},
journal = {CoRR},
volume = {abs/2211.13937},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.13937},
doi = {10.48550/ARXIV.2211.13937},
eprinttype = {arXiv},
eprint = {2211.13937},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-13937.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FarahmandG21,
author = {Amir Massoud Farahmand and
Mohammad Ghavamzadeh},
editor = {Marina Meila and
Tong Zhang},
title = {{PID} Accelerated Value Iteration Algorithm},
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 = {3143--3153},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/farahmand21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FarahmandG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11265,
author = {Erfan Pirmorad and
Faraz Khoshbakhtian and
Farnam Mansouri and
Amir{-}massoud Farahmand},
title = {Deep Reinforcement Learning for Online Control of Stochastic Partial
Differential Equations},
journal = {CoRR},
volume = {abs/2110.11265},
year = {2021},
url = {https://arxiv.org/abs/2110.11265},
eprinttype = {arXiv},
eprint = {2110.11265},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PanMF20,
author = {Yangchen Pan and
Jincheng Mei and
Amir{-}massoud Farahmand},
title = {Frequency-based Search-control in Dyna},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=B1gskyStwr},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PanMF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PanIFW20,
author = {Yangchen Pan and
Ehsan Imani and
Amir{-}massoud Farahmand and
Martha White},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {An implicit function learning approach for parametric modal regression},
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/83eaa6722798a773dd55e8fc7443aa09-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PanIFW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-05822,
author = {Yangchen Pan and
Jincheng Mei and
Amir{-}massoud Farahmand},
title = {Frequency-based Search-control in Dyna},
journal = {CoRR},
volume = {abs/2002.05822},
year = {2020},
url = {https://arxiv.org/abs/2002.05822},
eprinttype = {arXiv},
eprint = {2002.05822},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-05822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06195,
author = {Yangchen Pan and
Ehsan Imani and
Martha White and
Amir{-}massoud Farahmand},
title = {An implicit function learning approach for parametric modal regression},
journal = {CoRR},
volume = {abs/2002.06195},
year = {2020},
url = {https://arxiv.org/abs/2002.06195},
eprinttype = {arXiv},
eprint = {2002.06195},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06195.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00030,
author = {Romina Abachi and
Mohammad Ghavamzadeh and
Amir{-}massoud Farahmand},
title = {Policy-Aware Model Learning for Policy Gradient Methods},
journal = {CoRR},
volume = {abs/2003.00030},
year = {2020},
url = {https://arxiv.org/abs/2003.00030},
eprinttype = {arXiv},
eprint = {2003.00030},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00030.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-01832,
author = {Avery Ma and
Fartash Faghri and
Amir{-}massoud Farahmand},
title = {Adversarial Robustness through Regularization: {A} Second-Order Approach},
journal = {CoRR},
volume = {abs/2004.01832},
year = {2020},
url = {https://arxiv.org/abs/2004.01832},
eprinttype = {arXiv},
eprint = {2004.01832},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-01832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-09569,
author = {Jincheng Mei and
Yangchen Pan and
Martha White and
Amir{-}massoud Farahmand and
Hengshuai Yao},
title = {Beyond Prioritized Replay: Sampling States in Model-Based {RL} via
Simulated Priorities},
journal = {CoRR},
volume = {abs/2007.09569},
year = {2020},
url = {https://arxiv.org/abs/2007.09569},
eprinttype = {arXiv},
eprint = {2007.09569},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-09569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01753,
author = {Rodrigo Toro Icarte and
Richard Anthony Valenzano and
Toryn Q. Klassen and
Phillip J. K. Christoffersen and
Amir{-}massoud Farahmand and
Sheila A. McIlraith},
title = {The act of remembering: a study in partially observable reinforcement
learning},
journal = {CoRR},
volume = {abs/2010.01753},
year = {2020},
url = {https://arxiv.org/abs/2010.01753},
eprinttype = {arXiv},
eprint = {2010.01753},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01753.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LawSFUZ19,
author = {Marc T. Law and
Jake Snell and
Amir{-}massoud Farahmand and
Raquel Urtasun and
Richard S. Zemel},
title = {Dimensionality Reduction for Representing the Knowledge of Probabilistic
Models},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=SygD-hCcF7},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LawSFUZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PanYFW19,
author = {Yangchen Pan and
Hengshuai Yao and
Amir{-}massoud Farahmand and
Martha White},
editor = {Sarit Kraus},
title = {Hill Climbing on Value Estimates for Search-control in Dyna},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {3209--3215},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/445},
doi = {10.24963/IJCAI.2019/445},
timestamp = {Tue, 20 Aug 2019 16:18:18 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/PanYFW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AkroutFJA19,
author = {Mohamed Akrout and
Amir{-}massoud Farahmand and
Tory Jarmain and
Latif Abid},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {Improving Skin Condition Classification with a Visual Symptom Checker
Trained Using Reinforcement Learning},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {11767},
pages = {549--557},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32251-9\_60},
doi = {10.1007/978-3-030-32251-9\_60},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/AkroutFJA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Farahmand19,
author = {Amir{-}massoud Farahmand},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Value Function in Frequency Domain and the Characteristic Value Iteration
Algorithm},
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 = {14780--14790},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/4e38d30e656da5ae9d3a425109ce9e04-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Farahmand19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-03495,
author = {Mohamed Akrout and
Amir{-}massoud Farahmand and
Tory Jarmain and
Latif Abid},
title = {Improving Skin Condition Classification with a Visual Symptom Checker
Trained using Reinforcement Learning},
journal = {CoRR},
volume = {abs/1903.03495},
year = {2019},
url = {http://arxiv.org/abs/1903.03495},
eprinttype = {arXiv},
eprint = {1903.03495},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-03495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-07791,
author = {Yangchen Pan and
Hengshuai Yao and
Amir{-}massoud Farahmand and
Martha White},
title = {Hill Climbing on Value Estimates for Search-control in Dyna},
journal = {CoRR},
volume = {abs/1906.07791},
year = {2019},
url = {http://arxiv.org/abs/1906.07791},
eprinttype = {arXiv},
eprint = {1906.07791},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-07791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PanFWNGN18,
author = {Yangchen Pan and
Amir{-}massoud Farahmand and
Martha White and
Saleh Nabi and
Piyush Grover and
Daniel Nikovski},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Reinforcement Learning with Function-Valued Action Spaces for Partial
Differential Equation Control},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {3983--3992},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/pan18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/PanFWNGN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Farahmand18,
author = {Amir{-}massoud Farahmand},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Iterative Value-Aware Model Learning},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {9090--9101},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/7a2347d96752880e3d58d72e9813cc14-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Farahmand18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-06931,
author = {Yangchen Pan and
Amir{-}massoud Farahmand and
Martha White and
Saleh Nabi and
Piyush Grover and
Daniel Nikovski},
title = {Reinforcement Learning with Function-Valued Action Spaces for Partial
Differential Equation Control},
journal = {CoRR},
volume = {abs/1806.06931},
year = {2018},
url = {http://arxiv.org/abs/1806.06931},
eprinttype = {arXiv},
eprint = {1806.06931},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-06931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06165,
author = {Mohamed Akrout and
Amir{-}massoud Farahmand and
Tory Jarmain},
title = {Improving Skin Condition Classification with a Question Answering
Model},
journal = {CoRR},
volume = {abs/1811.06165},
year = {2018},
url = {http://arxiv.org/abs/1811.06165},
eprinttype = {arXiv},
eprint = {1811.06165},
timestamp = {Sun, 25 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-06165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FarahmandBN17,
author = {Amir Massoud Farahmand and
Andr{\'{e}} Barreto and
Daniel Nikovski},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Value-Aware Loss Function for Model-based Reinforcement Learning},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1486--1494},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/farahmand17a.html},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/FarahmandBN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/FarahmandNN17,
author = {Amir{-}massoud Farahmand and
Saleh Nabi and
Daniel Nikolaev Nikovski},
title = {Deep reinforcement learning for partial differential equation control},
booktitle = {2017 American Control Conference, {ACC} 2017, Seattle, WA, USA, May
24-26, 2017},
pages = {3120--3127},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.23919/ACC.2017.7963427},
doi = {10.23919/ACC.2017.7963427},
timestamp = {Fri, 03 Dec 2021 13:04:31 +0100},
biburl = {https://dblp.org/rec/conf/amcc/FarahmandNN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FarahmandPN17,
author = {Amir{-}massoud Farahmand and
Sepideh Pourazarm and
Daniel Nikovski},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Random Projection Filter Bank for Time Series Data},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {6562--6572},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/ca3ec598002d2e7662e2ef4bdd58278b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/FarahmandPN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/JhaNYF17,
author = {Devesh K. Jha and
Daniel Nikovski and
William Yerazunis and
Amir{-}massoud Farahmand},
title = {Learning to regulate rolling ball motion},
booktitle = {2017 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SSCI.2017.8285376},
doi = {10.1109/SSCI.2017.8285376},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/ssci/JhaNYF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Hara0TF17,
author = {Kota Hara and
Ming{-}Yu Liu and
Oncel Tuzel and
Amir{-}massoud Farahmand},
title = {Attentional Network for Visual Object Detection},
journal = {CoRR},
volume = {abs/1702.01478},
year = {2017},
url = {http://arxiv.org/abs/1702.01478},
eprinttype = {arXiv},
eprint = {1702.01478},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Hara0TF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FarahmandGSM16,
author = {Amir{-}massoud Farahmand and
Mohammad Ghavamzadeh and
Csaba Szepesv{\'{a}}ri and
Shie Mannor},
title = {Regularized Policy Iteration with Nonparametric Function Spaces},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {139:1--139:66},
year = {2016},
url = {http://jmlr.org/papers/v17/13-016.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FarahmandGSM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FarahmandNIK16,
author = {Amir{-}massoud Farahmand and
Daniel Nikolaev Nikovski and
Yuji Igarashi and
Hiroki Konaka},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Truncated Approximate Dynamic Programming with Task-Dependent Terminal
Value},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {3123--3129},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10397},
doi = {10.1609/AAAI.V30I1.10397},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FarahmandNIK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/BenosmanFX16,
author = {Mouhacine Benosman and
Amir{-}massoud Farahmand and
Meng Xia},
title = {Learning-based modular indirect adaptive control for a class of nonlinear
systems},
booktitle = {2016 American Control Conference, {ACC} 2016, Boston, MA, USA, July
6-8, 2016},
pages = {733--738},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ACC.2016.7525001},
doi = {10.1109/ACC.2016.7525001},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/amcc/BenosmanFX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/FarahmandNGN16,
author = {Amir{-}massoud Farahmand and
Saleh Nabi and
Piyush Grover and
Daniel Nikovski},
title = {Learning to control partial differential equations: Regularized Fitted
Q-Iteration approach},
booktitle = {55th {IEEE} Conference on Decision and Control, {CDC} 2016, Las Vegas,
NV, USA, December 12-14, 2016},
pages = {4578--4585},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CDC.2016.7798966},
doi = {10.1109/CDC.2016.7798966},
timestamp = {Fri, 04 Mar 2022 13:29:43 +0100},
biburl = {https://dblp.org/rec/conf/cdc/FarahmandNGN16.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 = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/AlbrechtBBBCDEF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/FarahmandPBG15,
author = {Amir{-}massoud Farahmand and
Doina Precup and
Andr{\'{e}} da Motta Salles Barreto and
Mohammad Ghavamzadeh},
title = {Classification-Based Approximate Policy Iteration},
journal = {{IEEE} Trans. Autom. Control.},
volume = {60},
number = {11},
pages = {2989--2993},
year = {2015},
url = {https://doi.org/10.1109/TAC.2015.2418411},
doi = {10.1109/TAC.2015.2418411},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/FarahmandPBG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HuangFKB15,
author = {De{-}An Huang and
Amir{-}massoud Farahmand and
Kris M. Kitani and
James Andrew Bagnell},
editor = {Blai Bonet and
Sven Koenig},
title = {Approximate MaxEnt Inverse Optimal Control and Its Application for
Mental Simulation of Human Interactions},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {2673--2679},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9605},
doi = {10.1609/AAAI.V29I1.9605},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HuangFKB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BenosmanFX15,
author = {Mouhacine Benosman and
Amir{-}massoud Farahmand and
Meng Xia},
title = {Learning-Based Modular Indirect Adaptive Control for a Class of Nonlinear
Systems},
journal = {CoRR},
volume = {abs/1509.07860},
year = {2015},
url = {http://arxiv.org/abs/1509.07860},
eprinttype = {arXiv},
eprint = {1509.07860},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BenosmanFX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachmanFP14,
author = {Philip Bachman and
Amir{-}massoud Farahmand and
Doina Precup},
title = {Sample-based approximate regularization},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1926--1934},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/bachman14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BachmanFP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FarahmandPBG14,
author = {Amir{-}massoud Farahmand and
Doina Precup and
Andr{\'{e}} da Motta Salles Barreto and
Mohammad Ghavamzadeh},
title = {Classification-based Approximate Policy Iteration: Experiments and
Extended Discussions},
journal = {CoRR},
volume = {abs/1407.0449},
year = {2014},
url = {http://arxiv.org/abs/1407.0449},
eprinttype = {arXiv},
eprint = {1407.0449},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FarahmandPBG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KimFPP13,
author = {Beomjoon Kim and
Amir{-}massoud Farahmand and
Joelle Pineau and
Doina Precup},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Learning from Limited Demonstrations},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {2859--2867},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/fd5c905bcd8c3348ad1b35d7231ee2b1-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KimFPP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FardGFPP13,
author = {Mahdi Milani Fard and
Yuri Grinberg and
Amir{-}massoud Farahmand and
Joelle Pineau and
Doina Precup},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Bellman Error Based Feature Generation using Random Projections on
Sparse Spaces},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {3030--3038},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/86e8f7ab32cfd12577bc2619bc635690-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FardGFPP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FarahmandP12,
author = {Amir Massoud Farahmand and
Doina Precup},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Value Pursuit Iteration},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1349--1357},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/ab233b682ec355648e7891e66c54191b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FarahmandP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-5554,
author = {Mahdi Milani Fard and
Yuri Grinberg and
Amir Massoud Farahmand and
Joelle Pineau and
Doina Precup},
title = {Bellman Error Based Feature Generation using Random Projections on
Sparse Spaces},
journal = {CoRR},
volume = {abs/1207.5554},
year = {2012},
url = {http://arxiv.org/abs/1207.5554},
eprinttype = {arXiv},
eprint = {1207.5554},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-5554.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FarahmandS11,
author = {Amir Massoud Farahmand and
Csaba Szepesv{\'{a}}ri},
title = {Model selection in reinforcement learning},
journal = {Mach. Learn.},
volume = {85},
number = {3},
pages = {299--332},
year = {2011},
url = {https://doi.org/10.1007/s10994-011-5254-7},
doi = {10.1007/S10994-011-5254-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/FarahmandS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Farahmand11,
author = {Amir Massoud Farahmand},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Action-Gap Phenomenon in Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {172--180},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/013d407166ec4fa56eb1e1f8cbe183b9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Farahmand11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/FarahmandALA10,
author = {Amir Massoud Farahmand and
Majid Nili Ahmadabadi and
Caro Lucas and
Babak Nadjar Araabi},
title = {Interaction of Culture-Based Learning and Cooperative Co-Evolution
and its Application to Automatic Behavior-Based System Design},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {14},
number = {1},
pages = {23--57},
year = {2010},
url = {https://doi.org/10.1109/TEVC.2009.2016216},
doi = {10.1109/TEVC.2009.2016216},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/FarahmandALA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/ShademanFJ10,
author = {Azad Shademan and
Amir Massoud Farahmand and
Martin J{\"{a}}gersand},
title = {Robust Jacobian estimation for uncalibrated visual servoing},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2010, Anchorage, Alaska, USA, 3-7 May 2010},
pages = {5564--5569},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ROBOT.2010.5509911},
doi = {10.1109/ROBOT.2010.5509911},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/ShademanFJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FarahmandMS10,
author = {Amir Massoud Farahmand and
R{\'{e}}mi Munos and
Csaba Szepesv{\'{a}}ri},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Error Propagation for Approximate Policy and Value Iteration},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {568--576},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/65cc2c8205a05d7379fa3a6386f710e1-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FarahmandMS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/FarahmandGSM09,
author = {Amir Massoud Farahmand and
Mohammad Ghavamzadeh and
Csaba Szepesv{\'{a}}ri and
Shie Mannor},
title = {Regularized Fitted Q-Iteration for planning in continuous-space Markovian
decision problems},
booktitle = {American Control Conference, {ACC} 2009. St. Louis, Missouri, USA,
June 10-12, 2009},
pages = {725--730},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ACC.2009.5160611},
doi = {10.1109/ACC.2009.5160611},
timestamp = {Fri, 03 Dec 2021 13:02:58 +0100},
biburl = {https://dblp.org/rec/conf/amcc/FarahmandGSM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/ShademanFJ09,
author = {Azad Shademan and
Amir Massoud Farahmand and
Martin J{\"{a}}gersand},
title = {Towards Learning Robotic Reaching and Pointing: An Uncalibrated Visual
Servoing Approach},
booktitle = {Sixth Canadian Conference on Computer and Robot Vision, {CRV} 2009,
Kelowna, British Columbia, Canada, May 25-27, 2009},
pages = {229--236},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CRV.2009.47},
doi = {10.1109/CRV.2009.47},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/crv/ShademanFJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/FarahmandSJS09,
author = {Amir Massoud Farahmand and
Azad Shademan and
Martin J{\"{a}}gersand and
Csaba Szepesv{\'{a}}ri},
title = {Model-based and model-free reinforcement learning for visual servoing},
booktitle = {2009 {IEEE} International Conference on Robotics and Automation, {ICRA}
2009, Kobe, Japan, May 12-17, 2009},
pages = {2917--2924},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ROBOT.2009.5152834},
doi = {10.1109/ROBOT.2009.5152834},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/FarahmandSJS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewrl/FarahmandGSM08,
author = {Amir Massoud Farahmand and
Mohammad Ghavamzadeh and
Csaba Szepesv{\'{a}}ri and
Shie Mannor},
editor = {Sertan Girgin and
Manuel Loth and
R{\'{e}}mi Munos and
Philippe Preux and
Daniil Ryabko},
title = {Regularized Fitted Q-Iteration: Application to Planning},
booktitle = {Recent Advances in Reinforcement Learning, 8th European Workshop,
{EWRL} 2008, Villeneuve d'Ascq, France, June 30 - July 3, 2008, Revised
and Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5323},
pages = {55--68},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-89722-4\_5},
doi = {10.1007/978-3-540-89722-4\_5},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewrl/FarahmandGSM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FarahmandGSM08,
author = {Amir Massoud Farahmand and
Mohammad Ghavamzadeh and
Csaba Szepesv{\'{a}}ri and
Shie Mannor},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Regularized Policy Iteration},
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 = {441--448},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/aeb3135b436aa55373822c010763dd54-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FarahmandGSM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FarahmandSA07,
author = {Amir Massoud Farahmand and
Csaba Szepesv{\'{a}}ri and
Jean{-}Yves Audibert},
editor = {Zoubin Ghahramani},
title = {Manifold-adaptive dimension estimation},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {265--272},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273530},
doi = {10.1145/1273496.1273530},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FarahmandSA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/FarahmandSJ07,
author = {Amir Massoud Farahmand and
Azad Shademan and
Martin J{\"{a}}gersand},
title = {Global visual-motor estimation for uncalibrated visual servoing},
booktitle = {2007 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, October 29 - November 2, 2007, Sheraton Hotel and Marina,
San Diego, California, {USA}},
pages = {1969--1974},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IROS.2007.4399506},
doi = {10.1109/IROS.2007.4399506},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/FarahmandSJ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/FarahmandALA06,
author = {Amir Massoud Farahmand and
Majid Nili Ahmadabadi and
Caro Lucas and
Babak Nadjar Araabi},
title = {Hybrid Behavior Co-evolution and Structure Learning in Behavior-based
Systems},
booktitle = {{IEEE} International Conference on Evolutionary Computation, {CEC}
2006, part of {WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {275--282},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/CEC.2006.1688319},
doi = {10.1109/CEC.2006.1688319},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/FarahmandALA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AzarAFA06,
author = {Mohammad G. Azar and
Majid Nili Ahmadabadi and
Amir Massoud Farahmand and
Babak Nadjar Araabi},
title = {Learning to Coordinate Behaviors in Soft Behavior-Based Systems Using
Reinforcement Learning},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {241--248},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.246687},
doi = {10.1109/IJCNN.2006.246687},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/AzarAFA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FarahmandY06,
author = {Amir Massoud Farahmand and
Mohammad Javad Yazdanpanah},
title = {Channel Assignment using Chaotic Simulated Annealing Enhanced Hopfield
Neural Network},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {4491--4497},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.247073},
doi = {10.1109/IJCNN.2006.247073},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/FarahmandY06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/FarahmandY05,
author = {Amir Massoud Farahmand and
Mohammad Javad Yazdanpanah},
title = {Locally Optimal Takagi-Sugeno Fuzzy Controllers},
booktitle = {44th {IEEE} {IEEE} Conference on Decision and Control and 8th European
Control Conference Control, {CDC/ECC} 2005, Seville, Spain, 12-15
December, 2005},
pages = {4095--4099},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/CDC.2005.1582803},
doi = {10.1109/CDC.2005.1582803},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/FarahmandY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/FarahmandAA04,
author = {Amir Massoud Farahmand and
Majid Nili Ahmadabadi and
Babak Nadjar Araabi},
title = {Behavior hierarchy learning in a behavior-based system using reinforcement
learning},
booktitle = {2004 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, Sendai, Japan, September 28 - October 2, 2004},
pages = {2050--2055},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/IROS.2004.1389699},
doi = {10.1109/IROS.2004.1389699},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/FarahmandAA04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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