Craig Boutilier
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Decision-theoretic planning: Structural assumptions and computational leverage
C Boutilier, T Dean, S Hanks
Journal of Artificial Intelligence Research 11, 1-94, 1999
14571999
The dynamics of reinforcement learning in cooperative multiagent systems
C Claus, C Boutilier
AAAI/IAAI 1998 (746-752), 2, 1998
13611998
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
11462004
Context-specific independence in Bayesian networks
C Boutilier, N Friedman, M Goldszmidt, D Koller
arXiv preprint arXiv:1302.3562, 2013
8852013
An MDP-based recommender system.
G Shani, D Heckerman, RI Brafman
Journal of Machine Learning Research 6 (9), 2005
7722005
SPUDD: Stochastic planning using decision diagrams
J Hoey, R St-Aubin, A Hu, C Boutilier
arXiv preprint arXiv:1301.6704, 2013
5802013
Stochastic dynamic programming with factored representations
C Boutilier, R Dearden, M Goldszmidt
Artificial intelligence 121 (1-2), 49-107, 2000
5512000
Planning, learning and coordination in multiagent decision processes
C Boutilier
TARK 96, 195-210, 1996
5481996
Exploiting structure in policy construction
C Boutilier, R Dearden, M Goldszmidt
IJCAI 14, 1104-1113, 1995
5291995
Toward a logic for qualitative decision theory
C Boutilier
Principles of knowledge representation and reasoning, 75-86, 1994
4561994
Sequential optimality and coordination in multiagent systems
C Boutilier
IJCAI 99, 478-485, 1999
4531999
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
3692013
Reasoning With Conditional Ceteris Paribus Preference Statements.
C Boutilier, RI Brafman, HH Hoos, D Poole
UAI 99, 71-80, 1999
3491999
Solving combinatorial auctions using stochastic local search
HH Hoos, C Boutilier
Aaai/iaai, 22-29, 2000
3322000
Conditional logics of normality: a modal approach
C Boutilier
Artificial intelligence 68 (1), 87-154, 1994
3091994
Symbolic dynamic programming for first-order MDPs
C Boutilier, R Reiter, B Price
IJCAI 1, 690-700, 2001
3072001
A POMDP formulation of preference elicitation problems
C Boutilier
AAAI/IAAI, 239-246, 2002
2982002
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
2901996
Decision-theoretic, high-level agent programming in the situation calculus
C Boutilier, R Reiter, M Soutchanski, S Thrun
AAAI/IAAI 2000, 355-362, 2000
2782000
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
2752010
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