A Sparse Sampling Algorithm for Near-Optimal Planning in Large Markov Decision Processes

References

Page 1

	Year	Citations
Artificial intelligence: a modern approach Choice Reviews Online Artificial IntelligenceEngineeringIntelligent AgentApplied Intelligent SystemIntelligent Information Systems	1995	22.2K
Artificial intelligence: A modern approach Nils J. Nilsson Artificial Intelligence Artificial IntelligenceEngineeringApplied Intelligent SystemIntelligent ProcessingAutonomous Intelligent System	1996	10.7K
Reinforcement Learning Andrew G. Barto IFAC Proceedings Volumes	1998	3K
Learning to act using real-time dynamic programming Andrew G. Barto, Steven J. Bradtke, Satinder Singh Artificial Intelligence Artificial IntelligenceReal-time Dynamic ProgrammingEngineeringMachine LearningAutonomous Learning	1995	1.1K
Real-time heuristic search Richard E. Korf Artificial Intelligence Artificial IntelligenceReal-time Heuristic SearchEngineeringAutomationHyper-heuristics	1990	914
Tractable Inference for Complex Stochastic Processes Xavier Boyen, Daphne Koller arXiv (Cornell University) EngineeringTractable InferenceData ScienceCompact ApproximationUncertainty Quantification	2013	481
Exploiting Structure in Policy Construction Craig Boutilier, Richard Dearden, Moisés Goldszmidt	1995	359
A robust and fast action selection mechanism for planning Blai Bonet, Gábor Loerincs, Héctor Geffner	1997	209
Finite-Sample Convergence Rates for Q-Learning and Indirect Algorithms Michael Kearns, Satinder Singh	1998	198
Solving very large weakly coupled Markov decision processes Nicolas Meuleau, Miloš Hauskrecht, Kee-Eung Kim,	1998	173

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