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ORCIDBibTeX records: Ronald Parr
@inproceedings{DBLP:conf/nips/SemenovaCPR23,
author = {Lesia Semenova and
Harry Chen and
Ronald Parr and
Cynthia Rudin},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {A Path to Simpler Models Starts With Noise},
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/0a49935d2b3d3342ca08d6db0adcfa34-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SemenovaCPR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-19726,
author = {Lesia Semenova and
Harry Chen and
Ronald Parr and
Cynthia Rudin},
title = {A Path to Simpler Models Starts With Noise},
journal = {CoRR},
volume = {abs/2310.19726},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.19726},
doi = {10.48550/ARXIV.2310.19726},
eprinttype = {arXiv},
eprint = {2310.19726},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-19726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/SemenovaRP22,
author = {Lesia Semenova and
Cynthia Rudin and
Ronald Parr},
title = {On the Existence of Simpler Machine Learning Models},
booktitle = {FAccT '22: 2022 {ACM} Conference on Fairness, Accountability, and
Transparency, Seoul, Republic of Korea, June 21 - 24, 2022},
pages = {1827--1858},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3531146.3533232},
doi = {10.1145/3531146.3533232},
timestamp = {Wed, 22 Jun 2022 10:08:56 +0200},
biburl = {https://dblp.org/rec/conf/fat/SemenovaRP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AsadiPPKL21,
author = {Kavosh Asadi and
Neev Parikh and
Ronald E. Parr and
George Dimitri Konidaris and
Michael L. Littman},
title = {Deep Radial-Basis Value Functions for Continuous Control},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {6696--6704},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i8.16828},
doi = {10.1609/AAAI.V35I8.16828},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AsadiPPKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-01883,
author = {Kavosh Asadi and
Ronald E. Parr and
George Dimitri Konidaris and
Michael L. Littman},
title = {Deep {RBF} Value Functions for Continuous Control},
journal = {CoRR},
volume = {abs/2002.01883},
year = {2020},
url = {https://arxiv.org/abs/2002.01883},
eprinttype = {arXiv},
eprint = {2002.01883},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-01883.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-05595,
author = {Srijita Das and
Sriraam Natarajan and
Kaushik Roy and
Ronald Parr and
Kristian Kersting},
title = {Fitted Q-Learning for Relational Domains},
journal = {CoRR},
volume = {abs/2006.05595},
year = {2020},
url = {https://arxiv.org/abs/2006.05595},
eprinttype = {arXiv},
eprint = {2006.05595},
timestamp = {Sat, 13 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-05595.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongPC19,
author = {Zhao Song and
Ronald Parr and
Lawrence Carin},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Revisiting the Softmax Bellman Operator: New Benefits and New Perspective},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {5916--5925},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/song19c.html},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SongPC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-00456,
author = {Zhao Song and
Ronald E. Parr and
Lawrence Carin},
title = {Revisiting the Softmax Bellman Operator: Theoretical Properties and
Practical Benefits},
journal = {CoRR},
volume = {abs/1812.00456},
year = {2018},
url = {http://arxiv.org/abs/1812.00456},
eprinttype = {arXiv},
eprint = {1812.00456},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-00456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PazisP16,
author = {Jason Pazis and
Ronald Parr},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Efficient PAC-Optimal Exploration in Concurrent, Continuous State
MDPs with Delayed Updates},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {1977--1985},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10307},
doi = {10.1609/AAAI.V30I1.10307},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PazisP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BurchfielTP16,
author = {Benjamin Burchfiel and
Carlo Tomasi and
Ronald Parr},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Distance Minimization for Reward Learning from Scored Trajectories},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {3330--3336},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10411},
doi = {10.1609/AAAI.V30I1.10411},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BurchfielTP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PazisPH16,
author = {Jason Pazis and
Ronald Parr and
Jonathan P. How},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Improving {PAC} Exploration Using the Median Of Means},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3891--3899},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/139f0874f2ded2e41b0393c4ac5644f7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PazisPH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongPLC16,
author = {Zhao Song and
Ronald E. Parr and
Xuejun Liao and
Lawrence Carin},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Linear Feature Encoding for Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4224--4232},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/8232e119d8f59aa83050a741631803a6-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SongPLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/MasonMP14,
author = {Julian Mason and
Bhaskara Marthi and
Ronald Parr},
title = {Unsupervised discovery of object classes with a mobile robot},
booktitle = {2014 {IEEE} International Conference on Robotics and Automation, {ICRA}
2014, Hong Kong, China, May 31 - June 7, 2014},
pages = {3074--3081},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICRA.2014.6907301},
doi = {10.1109/ICRA.2014.6907301},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icra/MasonMP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PazisP13,
author = {Jason Pazis and
Ronald Parr},
editor = {Marie desJardins and
Michael L. Littman},
title = {{PAC} Optimal Exploration in Continuous Space Markov Decision Processes},
booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial
Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}},
pages = {774--781},
publisher = {{AAAI} Press},
year = {2013},
url = {https://doi.org/10.1609/aaai.v27i1.8678},
doi = {10.1609/AAAI.V27I1.8678},
timestamp = {Mon, 04 Sep 2023 15:56:33 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PazisP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PazisP13a,
author = {Jason Pazis and
Ronald Parr},
editor = {Marie desJardins and
Michael L. Littman},
title = {Sample Complexity and Performance Bounds for Non-Parametric Approximate
Linear Programming},
booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial
Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}},
pages = {782--788},
publisher = {{AAAI} Press},
year = {2013},
url = {https://doi.org/10.1609/aaai.v27i1.8696},
doi = {10.1609/AAAI.V27I1.8696},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PazisP13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-0580,
author = {Michail G. Lagoudakis and
Ronald Parr},
title = {Value Function Approximation in Zero-Sum Markov Games},
journal = {CoRR},
volume = {abs/1301.0580},
year = {2013},
url = {http://arxiv.org/abs/1301.0580},
eprinttype = {arXiv},
eprint = {1301.0580},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-0580.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-2288,
author = {Uri Lerner and
Ronald Parr},
title = {Inference in Hybrid Networks: Theoretical Limits and Practical Algorithms},
journal = {CoRR},
volume = {abs/1301.2288},
year = {2013},
url = {http://arxiv.org/abs/1301.2288},
eprinttype = {arXiv},
eprint = {1301.2288},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-2288.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-3869,
author = {Daphne Koller and
Ronald Parr},
title = {Policy Iteration for Factored MDPs},
journal = {CoRR},
volume = {abs/1301.3869},
year = {2013},
url = {http://arxiv.org/abs/1301.3869},
eprinttype = {arXiv},
eprint = {1301.3869},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-7405,
author = {Ronald Parr},
title = {Flexible Decomposition Algorithms for Weakly Coupled Markov Decision
Problems},
journal = {CoRR},
volume = {abs/1301.7405},
year = {2013},
url = {http://arxiv.org/abs/1301.7405},
eprinttype = {arXiv},
eprint = {1301.7405},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-7405.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigecom/LetchfordMCPI12,
author = {Joshua Letchford and
Liam MacDermed and
Vincent Conitzer and
Ronald Parr and
Charles L. Isbell Jr.},
title = {Computing Stackelberg strategies in stochastic games},
journal = {SIGecom Exch.},
volume = {11},
number = {2},
pages = {36--40},
year = {2012},
url = {https://doi.org/10.1145/2509002.2509011},
doi = {10.1145/2509002.2509011},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigecom/LetchfordMCPI12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LetchfordMCPI12,
author = {Joshua Letchford and
Liam MacDermed and
Vincent Conitzer and
Ronald Parr and
Charles L. Isbell Jr.},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Computing Optimal Strategies to Commit to in Stochastic Games},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {1380--1386},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8267},
doi = {10.1609/AAAI.V26I1.8267},
timestamp = {Mon, 04 Sep 2023 15:56:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LetchfordMCPI12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Painter-WakefieldP12,
author = {Christopher Painter{-}Wakefield and
Ronald Parr},
title = {Greedy Algorithms for Sparse Reinforcement Learning},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/701.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Painter-WakefieldP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/MasonMP12,
author = {Julian Mason and
Bhaskara Marthi and
Ronald Parr},
title = {Object disappearance for object discovery},
booktitle = {2012 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2012, Vilamoura, Algarve, Portugal, October 7-12,
2012},
pages = {2836--2843},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IROS.2012.6386219},
doi = {10.1109/IROS.2012.6386219},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/MasonMP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TaylorP12,
author = {Gavin Taylor and
Ronald Parr},
editor = {Nando de Freitas and
Kevin P. Murphy},
title = {Value Function Approximation in Noisy Environments Using Locally Smoothed
Regularized Approximate Linear Programs},
booktitle = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial
Intelligence, Catalina Island, CA, USA, August 14-18, 2012},
pages = {835--842},
publisher = {{AUAI} Press},
year = {2012},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2348\&\#38;proceeding\_id=28},
timestamp = {Mon, 23 Nov 2020 08:36:48 +0100},
biburl = {https://dblp.org/rec/conf/uai/TaylorP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SchaefferP12,
author = {Monika Schaeffer and
Ronald Parr},
title = {Efficient Selection of Disambiguating Actions for Stereo Vision},
journal = {CoRR},
volume = {abs/1206.6878},
year = {2012},
url = {http://arxiv.org/abs/1206.6878},
eprinttype = {arXiv},
eprint = {1206.6878},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SchaefferP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-5155,
author = {Ronald Parr and
Linda C. van der Gaag},
title = {Proceedings of the Twenty-Third Conference on Uncertainty in Artificial
Intelligence {(2007)}},
journal = {CoRR},
volume = {abs/1208.5155},
year = {2012},
url = {http://arxiv.org/abs/1208.5155},
eprinttype = {arXiv},
eprint = {1208.5155},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1208-5155.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-4898,
author = {Gavin Taylor and
Ronald Parr},
title = {Value Function Approximation in Noisy Environments Using Locally Smoothed
Regularized Approximate Linear Programs},
journal = {CoRR},
volume = {abs/1210.4898},
year = {2012},
url = {http://arxiv.org/abs/1210.4898},
eprinttype = {arXiv},
eprint = {1210.4898},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-4898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PazisP11,
author = {Jason Pazis and
Ronald Parr},
editor = {Wolfram Burgard and
Dan Roth},
title = {Non-Parametric Approximate Linear Programming for MDPs},
booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
pages = {459--464},
publisher = {{AAAI} Press},
year = {2011},
url = {https://doi.org/10.1609/aaai.v25i1.7930},
doi = {10.1609/AAAI.V25I1.7930},
timestamp = {Mon, 04 Sep 2023 16:05:54 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PazisP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/KorzhykCP11,
author = {Dmytro Korzhyk and
Vincent Conitzer and
Ronald Parr},
editor = {Liz Sonenberg and
Peter Stone and
Kagan Tumer and
Pinar Yolum},
title = {Solving Stackelberg games with uncertain observability},
booktitle = {10th International Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3},
pages = {1013--1020},
publisher = {{IFAAMAS}},
year = {2011},
url = {http://portal.acm.org/citation.cfm?id=2034413\&\#38;CFID=69154334\&\#38;CFTOKEN=45298625},
timestamp = {Fri, 18 Nov 2011 09:09:28 +0100},
biburl = {https://dblp.org/rec/conf/atal/KorzhykCP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PazisP11,
author = {Jason Pazis and
Ronald Parr},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Generalized Value Functions for Large Action Sets},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {1185--1192},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/609\_icmlpaper.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PazisP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/MasonRP11,
author = {Julian Mason and
Susanna Ricco and
Ronald Parr},
title = {Textured occupancy grids for monocular localization without features},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2011, Shanghai, China, 9-13 May 2011},
pages = {5800--5806},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICRA.2011.5980506},
doi = {10.1109/ICRA.2011.5980506},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/MasonRP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KorzhykCP11,
author = {Dmytro Korzhyk and
Vincent Conitzer and
Ronald Parr},
editor = {Toby Walsh},
title = {Security Games with Multiple Attacker Resources},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {273--279},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-056},
doi = {10.5591/978-1-57735-516-8/IJCAI11-056},
timestamp = {Tue, 20 Aug 2019 16:16:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KorzhykCP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-1822,
author = {Carlos Guestrin and
Daphne Koller and
Ronald Parr and
Shobha Venkataraman},
title = {Efficient Solution Algorithms for Factored MDPs},
journal = {CoRR},
volume = {abs/1106.1822},
year = {2011},
url = {http://arxiv.org/abs/1106.1822},
eprinttype = {arXiv},
eprint = {1106.1822},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-1822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijrr/HalvorsonP10,
author = {Erik Halvorson and
Ronald Parr},
title = {Counting Objects with a Combination of Horizontal and Overhead Sensors},
journal = {Int. J. Robotics Res.},
volume = {29},
number = {7},
pages = {840--854},
year = {2010},
url = {https://doi.org/10.1177/0278364909352256},
doi = {10.1177/0278364909352256},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijrr/HalvorsonP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KorzhykCP10,
author = {Dmytro Korzhyk and
Vincent Conitzer and
Ronald Parr},
editor = {Maria Fox and
David Poole},
title = {Complexity of Computing Optimal Stackelberg Strategies in Security
Resource Allocation Games},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {805--810},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7638},
doi = {10.1609/AAAI.V24I1.7638},
timestamp = {Mon, 04 Sep 2023 16:23:45 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KorzhykCP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PetrikTPZ10,
author = {Marek Petrik and
Gavin Taylor and
Ronald Parr and
Shlomo Zilberstein},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Feature Selection Using Regularization in Approximate Linear Programs
for Markov Decision Processes},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {871--878},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/52.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PetrikTPZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JohnsPP10,
author = {Jeffrey Johns and
Christopher Painter{-}Wakefield and
Ronald Parr},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Linear Complementarity for Regularized Policy Evaluation and Improvement},
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 = {1009--1017},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/81dc9bdb52d04dc20036dbd8313ed055-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/JohnsPP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1005-1860,
author = {Marek Petrik and
Gavin Taylor and
Ronald Parr and
Shlomo Zilberstein},
title = {Feature Selection Using Regularization in Approximate Linear Programs
for Markov Decision Processes},
journal = {CoRR},
volume = {abs/1005.1860},
year = {2010},
url = {http://arxiv.org/abs/1005.1860},
eprinttype = {arXiv},
eprint = {1005.1860},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1005-1860.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TaylorP09,
author = {Gavin Taylor and
Ronald Parr},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Kernelized value function approximation for reinforcement learning},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {1017--1024},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553504},
doi = {10.1145/1553374.1553504},
timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/TaylorP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HalvorsonCP09,
author = {Erik Halvorson and
Vincent Conitzer and
Ronald Parr},
editor = {Craig Boutilier},
title = {Multi-Step Multi-Sensor Hider-Seeker Games},
booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
pages = {159--166},
year = {2009},
url = {http://ijcai.org/Proceedings/09/Papers/037.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:40 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HalvorsonCP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ParrLTPL08,
author = {Ronald Parr and
Lihong Li and
Gavin Taylor and
Christopher Painter{-}Wakefield and
Michael L. Littman},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {An analysis of linear models, linear value-function approximation,
and feature selection for reinforcement learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {752--759},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390251},
doi = {10.1145/1390156.1390251},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ParrLTPL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/HalvorsonP08,
author = {Erik Halvorson and
Ronald Parr},
title = {Planning Aims for a Network of Horizontal and Overhead Sensors},
booktitle = {International Symposium on Artificial Intelligence and Mathematics,
{ISAIM} 2008, Fort Lauderdale, Florida, USA, January 2-4, 2008},
year = {2008},
url = {http://isaim2008.unl.edu/PAPERS/TechnicalProgram/ISAIM2008\_0034\_bcb5c93cb09e25e3035da57b829f9bd4.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isaim/HalvorsonP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wafr/HalvorsonP08,
author = {Erik Halvorson and
Ronald Parr},
editor = {Howie Choset and
Marco Morales and
Todd D. Murphey},
title = {Planning Aims for a Network of Horizontal and Overhead Sensors},
booktitle = {Algorithmic Foundation of Robotics VIII, Selected Contributions of
the Eight International Workshop on the Algorithmic Foundations of
Robotics, {WAFR} 2008, Guanajuato, Mexico, December 7-9, 2008},
series = {Springer Tracts in Advanced Robotics},
volume = {57},
pages = {19--34},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-642-00312-7\_2},
doi = {10.1007/978-3-642-00312-7\_2},
timestamp = {Fri, 04 Feb 2022 12:19:08 +0100},
biburl = {https://dblp.org/rec/conf/wafr/HalvorsonP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/JiPC07,
author = {Shihao Ji and
Ronald Parr and
Lawrence Carin},
title = {Nonmyopic Multiaspect Sensing With Partially Observable Markov Decision
Processes},
journal = {{IEEE} Trans. Signal Process.},
volume = {55},
number = {6-1},
pages = {2720--2730},
year = {2007},
url = {https://doi.org/10.1109/TSP.2007.893747},
doi = {10.1109/TSP.2007.893747},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/JiPC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JiPLLC07,
author = {Shihao Ji and
Ronald Parr and
Hui Li and
Xuejun Liao and
Lawrence Carin},
title = {Point-Based Policy Iteration},
booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
July 22-26, 2007, Vancouver, British Columbia, Canada},
pages = {1243--1249},
publisher = {{AAAI} Press},
year = {2007},
url = {http://www.aaai.org/Library/AAAI/2007/aaai07-197.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JiPLLC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ParrPLL07,
author = {Ronald Parr and
Christopher Painter{-}Wakefield and
Lihong Li and
Michael L. Littman},
editor = {Zoubin Ghahramani},
title = {Analyzing feature generation for value-function approximation},
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 = {737--744},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273589},
doi = {10.1145/1273496.1273589},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ParrPLL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/uai/2007,
editor = {Ronald Parr and
Linda C. van der Gaag},
title = {{UAI} 2007, Proceedings of the Twenty-Third Conference on Uncertainty
in Artificial Intelligence, Vancouver, BC, Canada, July 19-22, 2007},
publisher = {{AUAI} Press},
year = {2007},
url = {https://dslpitt.org/uai/displayArticles.jsp?mmnu=1\&\#38;smnu=1\&\#38;proceeding\_id=23},
isbn = {0-9749039-3-0},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SchaefferP06,
author = {Monika Schaeffer and
Ronald Parr},
title = {Efficient Selection of Disambiguating Actions for Stereo Vision},
booktitle = {{UAI} '06, Proceedings of the 22nd Conference in Uncertainty in Artificial
Intelligence, Cambridge, MA, USA, July 13-16, 2006},
publisher = {{AUAI} Press},
year = {2006},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1278\&\#38;proceeding\_id=22},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SchaefferP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/EliazarP05,
author = {Austin I. Eliazar and
Ronald Parr},
title = {Hierarchical Linear/Constant Time {SLAM} Using Particle Filters for
Dense Maps},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {339--346},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/b8b9c74ac526fffbeb2d39ab038d1cd7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/EliazarP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EliazarP04,
author = {Austin I. Eliazar and
Ronald Parr},
editor = {Carla E. Brodley},
title = {Learning probabilistic motion models for mobile robots},
booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference
{(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1015330.1015413},
doi = {10.1145/1015330.1015413},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/EliazarP04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/EliazarP04,
author = {Austin I. Eliazar and
Ronald Parr},
title = {{DP-SLAM} 2.0},
booktitle = {Proceedings of the 2004 {IEEE} International Conference on Robotics
and Automation, {ICRA} 2004, April 26 - May 1, 2004, New Orleans,
LA, {USA}},
pages = {1314--1320},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ROBOT.2004.1308006},
doi = {10.1109/ROBOT.2004.1308006},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/EliazarP04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/GuestrinKPV03,
author = {Carlos Guestrin and
Daphne Koller and
Ronald Parr and
Shobha Venkataraman},
title = {Efficient Solution Algorithms for Factored MDPs},
journal = {J. Artif. Intell. Res.},
volume = {19},
pages = {399--468},
year = {2003},
url = {https://doi.org/10.1613/jair.1000},
doi = {10.1613/JAIR.1000},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/GuestrinKPV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LagoudakisP03,
author = {Michail G. Lagoudakis and
Ronald Parr},
title = {Least-Squares Policy Iteration},
journal = {J. Mach. Learn. Res.},
volume = {4},
pages = {1107--1149},
year = {2003},
url = {http://jmlr.org/papers/v4/lagoudakis03a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LagoudakisP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LagoudakisP03,
author = {Michail G. Lagoudakis and
Ronald Parr},
editor = {Tom Fawcett and
Nina Mishra},
title = {Reinforcement Learning as Classification: Leveraging Modern Classifiers},
booktitle = {Machine Learning, Proceedings of the Twentieth International Conference
{(ICML} 2003), August 21-24, 2003, Washington, DC, {USA}},
pages = {424--431},
publisher = {{AAAI} Press},
year = {2003},
url = {http://www.aaai.org/Library/ICML/2003/icml03-057.php},
timestamp = {Thu, 13 Dec 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LagoudakisP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/EliazarP03,
author = {Austin I. Eliazar and
Ronald Parr},
editor = {Georg Gottlob and
Toby Walsh},
title = {{DP-SLAM:} Fast, Robust Simultaneous Localization and Mapping Without
Predetermined Landmarks},
booktitle = {IJCAI-03, Proceedings of the Eighteenth International Joint Conference
on Artificial Intelligence, Acapulco, Mexico, August 9-15, 2003},
pages = {1135--1142},
publisher = {Morgan Kaufmann},
year = {2003},
url = {http://ijcai.org/Proceedings/03/Papers/163.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:41 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/EliazarP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LagoudakisP03,
author = {Michail G. Lagoudakis and
Ronald Parr},
editor = {Georg Gottlob and
Toby Walsh},
title = {Approximate Policy Iteration using Large-Margin Classifiers},
booktitle = {IJCAI-03, Proceedings of the Eighteenth International Joint Conference
on Artificial Intelligence, Acapulco, Mexico, August 9-15, 2003},
pages = {1432--1434},
publisher = {Morgan Kaufmann},
year = {2003},
url = {http://ijcai.org/Proceedings/03/Papers/228.pdf},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LagoudakisP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuestrinLP02,
author = {Carlos Guestrin and
Michail G. Lagoudakis and
Ronald Parr},
editor = {Claude Sammut and
Achim G. Hoffmann},
title = {Coordinated Reinforcement Learning},
booktitle = {Machine Learning, Proceedings of the Nineteenth International Conference
{(ICML} 2002), University of New South Wales, Sydney, Australia, July
8-12, 2002},
pages = {227--234},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Tue, 26 Nov 2002 10:58:27 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuestrinLP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LagoudakisP02,
author = {Michail G. Lagoudakis and
Ronald Parr},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Learning in Zero-Sum Team Markov Games Using Factored Value Functions},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {1627--1634},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/4ae67a7dd7e491f8fb6f9ea0cf25dfdb-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LagoudakisP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/setn/LagoudakisPL02,
author = {Michail G. Lagoudakis and
Ronald Parr and
Michael L. Littman},
editor = {Ioannis P. Vlahavas and
Constantine D. Spyropoulos},
title = {Least-Squares Methods in Reinforcement Learning for Control},
booktitle = {Methods and Applications of Artificial Intelligence, Second Hellenic
Conference on AI, {SETN} 2002. Thessaloniki, Greece, April 11-12,
2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2308},
pages = {249--260},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-46014-4\_23},
doi = {10.1007/3-540-46014-4\_23},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/setn/LagoudakisPL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LagoudakisP02,
author = {Michail G. Lagoudakis and
Ronald Parr},
editor = {Adnan Darwiche and
Nir Friedman},
title = {Value Function Approximation in Zero-Sum Markov Games},
booktitle = {{UAI} '02, Proceedings of the 18th Conference in Uncertainty in Artificial
Intelligence, University of Alberta, Edmonton, Alberta, Canada, August
1-4, 2002},
pages = {283--292},
publisher = {Morgan Kaufmann},
year = {2002},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=871\&\#38;proceeding\_id=18},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LagoudakisP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/LimWPVP02,
author = {Lipyeow Lim and
Min Wang and
Sriram Padmanabhan and
Jeffrey Scott Vitter and
Ronald Parr},
title = {XPathLearner: An On-line Self-Tuning Markov Histogram for {XML} Path
Selectivity Estimation},
booktitle = {Proceedings of 28th International Conference on Very Large Data Bases,
{VLDB} 2002, Hong Kong, August 20-23, 2002},
pages = {442--453},
publisher = {Morgan Kaufmann},
year = {2002},
url = {http://www.vldb.org/conf/2002/S13P01.pdf},
doi = {10.1016/B978-155860869-6/50046-9},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/LimWPVP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GuestrinKP01,
author = {Carlos Guestrin and
Daphne Koller and
Ronald Parr},
editor = {Bernhard Nebel},
title = {Max-norm Projections for Factored MDPs},
booktitle = {Proceedings of the Seventeenth International Joint Conference on Artificial
Intelligence, {IJCAI} 2001, Seattle, Washington, USA, August 4-10,
2001},
pages = {673--682},
publisher = {Morgan Kaufmann},
year = {2001},
timestamp = {Tue, 20 Aug 2019 16:18:14 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GuestrinKP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuestrinKP01,
author = {Carlos Guestrin and
Daphne Koller and
Ronald Parr},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {Multiagent Planning with Factored MDPs},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {1523--1530},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/7af6266cc52234b5aa339b16695f7fc4-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GuestrinKP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LagoudakisP01,
author = {Michail G. Lagoudakis and
Ronald Parr},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {Model-Free Least-Squares Policy Iteration},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {1547--1554},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/fca0789e7891cbc0583298a238316122-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LagoudakisP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LernerP01,
author = {Uri Lerner and
Ronald Parr},
editor = {Jack S. Breese and
Daphne Koller},
title = {Inference in Hybrid Networks: Theoretical Limits and Practical Algorithms},
booktitle = {{UAI} '01: Proceedings of the 17th Conference in Uncertainty in Artificial
Intelligence, University of Washington, Seattle, Washington, USA,
August 2-5, 2001},
pages = {310--318},
publisher = {Morgan Kaufmann},
year = {2001},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=114\&\#38;proceeding\_id=17},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LernerP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChajewskaKP00,
author = {Urszula Chajewska and
Daphne Koller and
Ronald Parr},
editor = {Henry A. Kautz and
Bruce W. Porter},
title = {Making Rational Decisions Using Adaptive Utility Elicitation},
booktitle = {Proceedings of the Seventeenth National Conference on Artificial Intelligence
and Twelfth Conference on on Innovative Applications of Artificial
Intelligence, July 30 - August 3, 2000, Austin, Texas, {USA}},
pages = {363--369},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2000},
url = {http://www.aaai.org/Library/AAAI/2000/aaai00-056.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChajewskaKP00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LernerPKB00,
author = {Uri Lerner and
Ronald Parr and
Daphne Koller and
Gautam Biswas},
editor = {Henry A. Kautz and
Bruce W. Porter},
title = {Bayesian Fault Detection and Diagnosis in Dynamic Systems},
booktitle = {Proceedings of the Seventeenth National Conference on Artificial Intelligence
and Twelfth Conference on on Innovative Applications of Artificial
Intelligence, July 30 - August 3, 2000, Austin, Texas, {USA}},
pages = {531--537},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2000},
url = {http://www.aaai.org/Library/AAAI/2000/aaai00-081.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LernerPKB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KollerP00,
author = {Daphne Koller and
Ronald Parr},
editor = {Craig Boutilier and
Mois{\'{e}}s Goldszmidt},
title = {Policy Iteration for Factored MDPs},
booktitle = {{UAI} '00: Proceedings of the 16th Conference in Uncertainty in Artificial
Intelligence, Stanford University, Stanford, California, USA, June
30 - July 3, 2000},
pages = {326--334},
publisher = {Morgan Kaufmann},
year = {2000},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=39\&\#38;proceeding\_id=16},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KollerP00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KollerP99,
author = {Daphne Koller and
Ronald Parr},
editor = {Thomas Dean},
title = {Computing Factored Value Functions for Policies in Structured MDPs},
booktitle = {Proceedings of the Sixteenth International Joint Conference on Artificial
Intelligence, {IJCAI} 99, Stockholm, Sweden, July 31 - August 6, 1999.
2 Volumes, 1450 pages},
pages = {1332--1339},
publisher = {Morgan Kaufmann},
year = {1999},
url = {http://ijcai.org/Proceedings/99-2/Papers/094.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:16 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KollerP99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NgPK99,
author = {Andrew Y. Ng and
Ronald Parr and
Daphne Koller},
editor = {Sara A. Solla and
Todd K. Leen and
Klaus{-}Robert M{\"{u}}ller},
title = {Policy Search via Density Estimation},
booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference,
Denver, Colorado, USA, November 29 - December 4, 1999]},
pages = {1022--1028},
publisher = {The {MIT} Press},
year = {1999},
url = {http://papers.nips.cc/paper/1748-policy-search-via-density-estimation},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NgPK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RodriguezPK99,
author = {Andres C. Rodriguez and
Ronald Parr and
Daphne Koller},
editor = {Sara A. Solla and
Todd K. Leen and
Klaus{-}Robert M{\"{u}}ller},
title = {Reinforcement Learning Using Approximate Belief States},
booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference,
Denver, Colorado, USA, November 29 - December 4, 1999]},
pages = {1036--1042},
publisher = {The {MIT} Press},
year = {1999},
url = {http://papers.nips.cc/paper/1667-reinforcement-learning-using-approximate-belief-states},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RodriguezPK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Parr98,
author = {Ronald Parr},
editor = {Gregory F. Cooper and
Seraf{\'{\i}}n Moral},
title = {Flexible Decomposition Algorithms for Weakly Coupled Markov Decision
Problems},
booktitle = {{UAI} '98: Proceedings of the Fourteenth Conference on Uncertainty
in Artificial Intelligence, University of Wisconsin Business School,
Madison, Wisconsin, USA, July 24-26, 1998},
pages = {422--430},
publisher = {Morgan Kaufmann},
year = {1998},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=275\&\#38;proceeding\_id=14},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Parr98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AndreFP97,
author = {David Andre and
Nir Friedman and
Ronald Parr},
editor = {Michael I. Jordan and
Michael J. Kearns and
Sara A. Solla},
title = {Generalized Prioritized Sweeping},
booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference,
Denver, Colorado, USA, 1997]},
pages = {1001--1007},
publisher = {The {MIT} Press},
year = {1997},
url = {http://papers.nips.cc/paper/1409-generalized-prioritized-sweeping},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AndreFP97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ParrR97,
author = {Ronald Parr and
Stuart Russell},
editor = {Michael I. Jordan and
Michael J. Kearns and
Sara A. Solla},
title = {Reinforcement Learning with Hierarchies of Machines},
booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference,
Denver, Colorado, USA, 1997]},
pages = {1043--1049},
publisher = {The {MIT} Press},
year = {1997},
url = {http://papers.nips.cc/paper/1384-reinforcement-learning-with-hierarchies-of-machines},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ParrR97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ParrR95,
author = {Ronald Parr and
Stuart Russell},
title = {Approximating Optimal Policies for Partially Observable Stochastic
Domains},
booktitle = {Proceedings of the Fourteenth International Joint Conference on Artificial
Intelligence, {IJCAI} 95, Montr{\'{e}}al Qu{\'{e}}bec, Canada,
August 20-25 1995, 2 Volumes},
pages = {1088--1095},
publisher = {Morgan Kaufmann},
year = {1995},
url = {http://ijcai.org/Proceedings/95-2/Papers/010.pdf},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ParrR95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/RussellSP93,
author = {Stuart J. Russell and
Devika Subramanian and
Ronald Parr},
editor = {Ruzena Bajcsy},
title = {Provably Bounded Optimal Agents},
booktitle = {Proceedings of the 13th International Joint Conference on Artificial
Intelligence. Chamb{\'{e}}ry, France, August 28 - September 3,
1993},
pages = {338--345},
publisher = {Morgan Kaufmann},
year = {1993},
url = {http://ijcai.org/Proceedings/93-1/Papers/048.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:33 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/RussellSP93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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