Reinforcement Learning (18 books)

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1	Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning series) by Richard S. Sutton 4.53 avg rating — 802 ratings score: 300, and 3 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
2	Markov Decision Processes: Discrete Stochastic Dynamic Programming (Wiley Series in Probability and Statistics) by Martin L. Puterman 4.47 avg rating — 17 ratings score: 197, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
3	Algorithms for Reinforcement Learning by Csaba Szepesvari 4.04 avg rating — 26 ratings score: 196, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
4	Convex Optimization by Stephen Boyd 4.48 avg rating — 345 ratings score: 99, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
5	Algorithms for Reinforcement Learning by Csaba Szepesvari 4.04 avg rating — 26 ratings score: 98, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
6	Foundations of Modern Probability (Probability Theory and Stochastic Modelling, 99) by Olav Kallenberg 4.14 avg rating — 37 ratings score: 96, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
7	An Introduction to Markov Processes (Graduate Texts in Mathematics, 230) by Daniel W. Stroock 4.12 avg rating — 8 ratings score: 95, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
8	Markov Chains: Gibbs Fields, Monte Carlo Simulation and Queues by Pierre Brémaud 3.90 avg rating — 10 ratings score: 94, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
9	Reinforcement Learning and Optimal Control by Dimitri P. Bertsekas 4.15 avg rating — 13 ratings score: 93, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
10	Rollout, Policy Iteration, and Distributed Reinforcement Learning by Dimitri P. Bertsekas 4.50 avg rating — 2 ratings score: 92, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
11	Stochastic Differential Equations: An Introduction with Applications by Bernt Øksendal 4.08 avg rating — 78 ratings score: 91, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
12	Algorithmic Game Theory by Noam Nisan (Editor) 4.21 avg rating — 80 ratings score: 90, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
13	Decision Making Under Uncertainty: Theory and Application (MIT Lincoln Laboratory Series) by Mykel J. Kochenderfer 4.39 avg rating — 28 ratings score: 89, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
14	Approximation Algorithms by Vijay V. Vazirani 4.20 avg rating — 56 ratings score: 88, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
15	Probability and Computing: Randomization and Probabilistic Techniques in Algorithms and Data Analysis by Michael Mitzenmacher 4.23 avg rating — 92 ratings score: 87, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
16	Probability: Theory and Examples (Cambridge Series in Statistical and Probabilistic Mathematics Book 49) by Richard Durrett 3.87 avg rating — 45 ratings score: 86, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
17	Diffusions, Markov Processes, and Martingales: Volume 1, Foundations by L.C.G. Rogers 4.38 avg rating — 16 ratings score: 85, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
18	Diffusions, Markov Processes and Martingales: Volume 2, Itô Calculus by L.C.G. Rogers 4.29 avg rating — 14 ratings score: 84, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars