The dynamics of reinforcement learning in cooperative multiagent systems C Claus, C Boutilier AAAI/IAAI 1998 (746-752), 2, 1998 | 1885 | 1998 |
Decision-theoretic planning: Structural assumptions and computational leverage C Boutilier, T Dean, S Hanks Journal of Artificial Intelligence Research 11, 1-94, 1999 | 1578 | 1999 |
CP-nets: A tool for representing and reasoning withconditional ceteris paribus preference statements C Boutilier, RI Brafman, C Domshlak, HH Hoos, D Poole Journal of artificial intelligence research 21, 135-191, 2004 | 1250 | 2004 |
Context-specific independence in Bayesian networks C Boutilier, N Friedman, M Goldszmidt, D Koller arXiv preprint arXiv:1302.3562, 2013 | 1013 | 2013 |
Planning, learning and coordination in multiagent decision processes C Boutilier TARK 96, 195-210, 1996 | 731 | 1996 |
Stochastic dynamic programming with factored representations C Boutilier, R Dearden, M Goldszmidt Artificial intelligence 121 (1-2), 49-107, 2000 | 631 | 2000 |
SPUDD: Stochastic planning using decision diagrams J Hoey, R St-Aubin, A Hu, C Boutilier arXiv preprint arXiv:1301.6704, 2013 | 625 | 2013 |
Exploiting structure in policy construction C Boutilier, R Dearden, M Goldszmidt IJCAI 14, 1104-1113, 1995 | 574 | 1995 |
Sequential optimality and coordination in multiagent systems C Boutilier IJCAI 99, 478-485, 1999 | 516 | 1999 |
Toward a logic for qualitative decision theory C Boutilier Principles of knowledge representation and reasoning, 75-86, 1994 | 465 | 1994 |
Hierarchical solution of Markov decision processes using macro-actions M Hauskrecht, N Meuleau, LP Kaelbling, TL Dean, C Boutilier arXiv preprint arXiv:1301.7381, 2013 | 406 | 2013 |
Reasoning With Conditional Ceteris Paribus Preference Statements. C Boutilier, RI Brafman, HH Hoos, D Poole UAI 99, 71-80, 1999 | 368 | 1999 |
A POMDP formulation of preference elicitation problems C Boutilier AAAI/IAAI, 239-246, 2002 | 352 | 2002 |
Solving combinatorial auctions using stochastic local search HH Hoos, C Boutilier Aaai/iaai, 22-29, 2000 | 352 | 2000 |
Symbolic dynamic programming for first-order MDPs C Boutilier, R Reiter, B Price IJCAI 1, 690-700, 2001 | 350 | 2001 |
Automated handwashing assistance for persons with dementia using video and a partially observable Markov decision process J Hoey, P Poupart, A von Bertoldi, T Craig, C Boutilier, A Mihailidis Computer Vision and Image Understanding 114 (5), 503-519, 2010 | 326 | 2010 |
Computing optimal policies for partially observable decision processes using compact representations C Boutilier, D Poole Proceedings of the national conference on artificial intelligence, 1168-1175, 1996 | 322 | 1996 |
Iterated revision and minimal change of conditional beliefs C Boutilier Journal of Philosophical Logic 25, 263-305, 1996 | 322 | 1996 |
Conditional logics of normality: a modal approach C Boutilier Artificial intelligence 68 (1), 87-154, 1994 | 321 | 1994 |
Decision-theoretic, high-level agent programming in the situation calculus C Boutilier, R Reiter, M Soutchanski, S Thrun AAAI/IAAI 2000, 355-362, 2000 | 289 | 2000 |