Concepedia
2016 · 376 citations · 13 references
Natural SciencesComputer ScienceMathematicsAlgorithmsMachine LearningOptimizationControl TheoryOptimal ControlPolicy IterationPolicy LearningReinforcement LearningValue IterationPolicy Convergence AnalysisPolicy Iteration Error Bounds
13
Reinforcement Learning: A Survey
Leslie Pack Kaelbling, Michael L. Littman, Andrew Moore · Journal of Artificial Intelligence Research · 1996 · 8.8K citations · Full text
Business, Computer Science, Artificial Intelligence +15
Markov Decision Processes: Discrete Stochastic Dynamic Programming.
Kasra Hazeghi, Martin L. Puterman · Journal of the American Statistical Association · 1995 · 8.5K citations
Business, Decision Sciences, Mathematics +14
Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning
Richard S. Sutton, Doina Precup, Satinder Singh · Artificial Intelligence · 1999 · 3.1K citations
Business, Mathematics, Machine Learning +15
Hierarchical Reinforcement Learning with the MAXQ Value Function Decomposition
Tom Dietterich · Journal of Artificial Intelligence Research · 2000 · 1.4K citations · Full text
Business, Decision Sciences, Knowledge Representation +12
Random Walks on Graphs: A Survey
László Lovász · 2001 · 1.4K citations
Engineering, Computer Science, Algorithms +16