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
Heuristic search in cyclic AND/OR graphs
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Conditional, probabilistic planning: a unifying algorithm and effective search control mechanisms
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Toward robust agent control in open environments
AGENTS '00 Proceedings of the fourth international conference on Autonomous agents
Sequence Learning: From Recognition and Prediction to Sequential Decision Making
IEEE Intelligent Systems
Introduction to Sequence Learning
Sequence Learning - Paradigms, Algorithms, and Applications
The size of MDP factored policies
Eighteenth national conference on Artificial intelligence
Piecewise linear value function approximation for factored MDPs
Eighteenth national conference on Artificial intelligence
Symbolic heuristic search for factored Markov decision processes
Eighteenth national conference on Artificial intelligence
Equivalence notions and model minimization in Markov decision processes
Artificial Intelligence - special issue on planning with uncertainty and incomplete information
Bridging the gap between planning and scheduling
The Knowledge Engineering Review
Planning and programming with first-order markov decision processes: insights and challenges
TARK '01 Proceedings of the 8th conference on Theoretical aspects of rationality and knowledge
Coordinating Multiple Agents via Reinforcement Learning
Autonomous Agents and Multi-Agent Systems
Evaluating strategic options using decision-theoretic planning
Information Technology and Management
Heuristic anytime approaches to stochastic decision processes
Journal of Heuristics
Economic metaphors for solving intrafirm allocation problems: what does a market buy us?
Decision Support Systems
Applied Artificial Intelligence
Practical solution techniques for first-order MDPs
Artificial Intelligence
An Inductive Logic Programming Approach to Statistical Relational Learning
Proceedings of the 2005 conference on An Inductive Logic Programming Approach to Statistical Relational Learning
Advice generation from observed execution: abstract Markov decision process learning
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
A Markovian model for dynamic and constrained resource allocation problems
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Value-function approximations for partially observable Markov decision processes
Journal of Artificial Intelligence Research
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Exploiting contextual independence in probabilistic inference
Journal of Artificial Intelligence Research
Efficient solution algorithms for factored MDPs
Journal of Artificial Intelligence Research
Accelerating reinforcement learning through implicit imitation
Journal of Artificial Intelligence Research
On polynomial sized MDP succinct policies
Journal of Artificial Intelligence Research
The first probabilistic track of the international planning competition
Journal of Artificial Intelligence Research
The computational complexity of probabilistic planning
Journal of Artificial Intelligence Research
Computing near optimal strategies for stochastic investment planning problems
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Max-norm projections for factored MDPs
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 1
Trading off granularity against complexity in predictive models for complex domains
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
Computing and using lower and upper bounds for action elimination in MDP planning
SARA'07 Proceedings of the 7th International conference on Abstraction, reformulation, and approximation
Incremental plan aggregation for generating policies in MDPs
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: volume 1 - Volume 1
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Probabilistic propositional planning: representations and complexity
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
SPUDD: stochastic planning using decision diagrams
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
A clustering approach to solving large stochastic matching problems
UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
Structured reachability analysis for Markov decision processes
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Hierarchical solution of Markov decision processes using macro-actions
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Context-specific approximation in probabilistic inference
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Correlated action effects in decision theoretic regression
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
The complexity of plan existence and evaluation in robabilistic domains
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
Solving hybrid markov decision processes
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Symbolic generalization for on-line planning
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
Sequentially optimal repeated coalition formation under uncertainty
Autonomous Agents and Multi-Agent Systems
Generating admissible heuristics by abstraction for search in stochastic domains
SARA'05 Proceedings of the 6th international conference on Abstraction, Reformulation and Approximation
Handling ambiguous effects in action learning
EWRL'11 Proceedings of the 9th European conference on Recent Advances in Reinforcement Learning
Proximity-based non-uniform abstractions for approximate planning
Journal of Artificial Intelligence Research
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