Polynomial-time approximation algorithms for the Ising model
SIAM Journal on Computing
Solving very large weakly coupled Markov decision processes
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Near-Optimal Reinforcement Learning in Polynominal Time
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
The BATmobile: towards a Bayesian automated taxi
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Tractable inference for complex stochastic processes
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Faster Near-Optimal Reinforcement Learning: Adding Adaptiveness to the E3 Algorithm
ALT '99 Proceedings of the 10th International Conference on Algorithmic Learning Theory
Efficient Reinforcement Learning in Parameterized Models: Discrete Parameter Case
Recent Advances in Reinforcement Learning
Reinforcement Learning in Finite MDPs: PAC Analysis
The Journal of Machine Learning Research
Active learning of dynamic Bayesian networks in Markov decision processes
SARA'07 Proceedings of the 7th International conference on Abstraction, reformulation, and approximation
Exploration in relational worlds
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Learning the behavior model of a robot
Autonomous Robots
Learning the states: a brain inspired neural model
AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
Decision-theoretic planning with generalized first-order decision diagrams
Artificial Intelligence
Social welfare for automatic innovation
MATES'11 Proceedings of the 9th German conference on Multiagent system technologies
Probabilistic relational planning with first order decision diagrams
Journal of Artificial Intelligence Research
Solving hybrid markov decision processes
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Handling ambiguous effects in action learning
EWRL'11 Proceedings of the 9th European conference on Recent Advances in Reinforcement Learning
Exploration in relational domains for model-based reinforcement learning
The Journal of Machine Learning Research
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