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
Automatic OBDD-based generation of universal plans in non-deterministic domains
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Toward robust agent control in open environments
AGENTS '00 Proceedings of the fourth international conference on Autonomous agents
A new decomposition technique for solving Markov decision processes
Proceedings of the 2001 ACM symposium on Applied computing
Geometric foundations for interval-based probabilities
Annals of Mathematics and Artificial Intelligence
Towards Real-Time Cue Integration by Using Partial Results
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Characterizing Markov Decision Processes
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Value Iteration over Belief Subspace
ECSQARU '01 Proceedings of the 6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Space-Progressive Value Iteration: An Anytime Algorithm for a Class of POMDPs
ECSQARU '01 Proceedings of the 6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Planning Agents in a Multi-agents Intelligent Tutoring System
Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems
Nearly deterministic abstractions of Markov decision processes
Eighteenth national conference on Artificial intelligence
Symbolic heuristic search for factored Markov decision processes
Eighteenth national conference on Artificial intelligence
Bridging the gap between planning and scheduling
The Knowledge Engineering Review
Dynamic Composition of Information Retrieval Techniques
Journal of Intelligent Information Systems
Bounded real-time dynamic programming: RTDP with monotone upper bounds and performance guarantees
ICML '05 Proceedings of the 22nd international conference on Machine learning
Heuristic anytime approaches to stochastic decision processes
Journal of Heuristics
Solving large TÆMS problems efficiently by selective exploration and decomposition
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Reinforcement Learning in Nonstationary Environment Navigation Tasks
CAI '07 Proceedings of the 20th conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
Multivariate analysis applied in Bayesian metareasoning
WSEAS TRANSACTIONS on SYSTEMS
Using arguments for making and explaining decisions
Artificial Intelligence
An anytime approach for on-line planning
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
A method for Bayesian meta-inference applying multiple regressions
ICS'08 Proceedings of the 12th WSEAS international conference on Systems
Using domain-configurable search control for probabilistic planning
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 3
OBDD-based universal planning for synchronized agents in non-deterministic domains
Journal of Artificial Intelligence Research
Decentralized control of cooperative systems: categorization and complexity analysis
Journal of Artificial Intelligence Research
Decision-theoretic planning with non-Markovian rewards
Journal of Artificial Intelligence Research
FLUCAP: a heuristic search planner for first-order MDPs
Journal of Artificial Intelligence Research
Decomposition techniques for planning in stochastic domains
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Planning and acting in partially observable stochastic domains
Artificial Intelligence
Utility-based on-line exploration for repeated navigation in an embedded graph
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
Constraint-based agents: an architecture for constraint-based modeling and local-search-based reasoning for planning and scheduling in open and dynamic worlds
An overview of planning under uncertainty
Artificial intelligence today
Model minimization in Markov decision processes
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Anytime state-based solution methods for decision processes with non-Markovian rewards
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Inductive policy selection for first-order MDPs
UAI'02 Proceedings of the Eighteenth 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
On the complexity of solving Markov decision problems
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
Problem-focused incremental elicitation of multi-attribute tility models
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
An on-line approach for planning in time-limited situations
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
A decision theoretic meta-reasoner for constraint optimization
AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
Towards a bridge between cost and wealth in risk-aware planning
Applied Intelligence
Stochastic enforced hill-climbing
Journal of Artificial Intelligence Research
Proximity-based non-uniform abstractions for approximate planning
Journal of Artificial Intelligence Research
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