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Reinforcement Learning Books
Showing 1-36 of 36
Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning)
by (shelved 18 times as reinforcement-learning)
avg rating 4.54 — 846 ratings — published
Deep Reinforcement Learning Hands-On: Apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more (Kindle Edition)
by (shelved 6 times as reinforcement-learning)
avg rating 4.10 — 71 ratings — published
Reinforcement Learning: Industrial Applications of Intelligent Agents (Kindle Edition)
by (shelved 4 times as reinforcement-learning)
avg rating 4.00 — 17 ratings — published
Algorithms for Reinforcement Learning (ebook)
by (shelved 3 times as reinforcement-learning)
avg rating 4.04 — 27 ratings — published 2010
Deep Reinforcement Learning in Action (Paperback)
by (shelved 3 times as reinforcement-learning)
avg rating 4.30 — 20 ratings — published
Bandit Algorithms (Unknown Binding)
by (shelved 3 times as reinforcement-learning)
avg rating 4.62 — 16 ratings — published
Decision Making Under Uncertainty: Theory and Application (MIT Lincoln Laboratory Series)
by (shelved 3 times as reinforcement-learning)
avg rating 4.38 — 29 ratings — published 2015
Neuro-Dynamic Programming (Optimization and Neural Computation Series, 3)
by (shelved 3 times as reinforcement-learning)
avg rating 4.29 — 21 ratings — published 1996
Markov Decision Processes: Discrete Stochastic Dynamic Programming (Wiley Series in Probability and Statistics)
by (shelved 2 times as reinforcement-learning)
avg rating 4.47 — 17 ratings — published 1994
Algorithms for Decision Making (Unknown Binding)
by (shelved 2 times as reinforcement-learning)
avg rating 4.55 — 14 ratings — published
Deep Reinforcement Learning Hands-On: Apply modern RL methods to practical problems of chatbots, robotics, discrete optimization, web automation, and more (Kindle Edition)
by (shelved 2 times as reinforcement-learning)
avg rating 3.55 — 22 ratings — published
Bandit Algorithms for Website Optimization: Developing, Deploying, and Debugging (Paperback)
by (shelved 2 times as reinforcement-learning)
avg rating 3.91 — 117 ratings — published 2012
The Capital Function (Hardcover)
by (shelved 1 time as reinforcement-learning)
avg rating 0.0 — 0 ratings — published
Reinforcement Learning from Human Feedback: LLM alignment and post-training (Paperback)
by (shelved 1 time as reinforcement-learning)
avg rating 4.38 — 13 ratings — published
Build a Robo-Advisor with Python (From Scratch): Automate your financial and investment decisions
by (shelved 1 time as reinforcement-learning)
avg rating 4.62 — 8 ratings — published
Build a Reasoning Model (From Scratch)
by (shelved 1 time as reinforcement-learning)
avg rating 4.57 — 36 ratings — published
Reinforcement Learning and Stochastic Optimization: A Unified Framework for Sequential Decisions (Kindle Edition)
by (shelved 1 time as reinforcement-learning)
avg rating 3.50 — 2 ratings — published
Distributional Reinforcement Learning (Adaptive Computation and Machine Learning)
by (shelved 1 time as reinforcement-learning)
avg rating 4.33 — 3 ratings — published
Multi-Agent Reinforcement Learning: Foundations and Modern Approaches (Kindle Edition)
by (shelved 1 time as reinforcement-learning)
avg rating 4.79 — 14 ratings — published
Optimization: A Bootcamp for Machine Learning, Inverse Problems, and Control (Hardcover)
by (shelved 1 time as reinforcement-learning)
avg rating 0.0 — 0 ratings — published
Active Inference: The Free Energy Principle in Mind, Brain, and Behavior (Hardcover)
by (shelved 1 time as reinforcement-learning)
avg rating 4.22 — 130 ratings — published
Deep Reinforcement Learning Hands-On: A practical and easy-to-follow guide to RL from Q-learning and DQNs to PPO and RLHF (Kindle Edition)
by (shelved 1 time as reinforcement-learning)
avg rating 3.80 — 5 ratings — published
Machine Learning and Artificial Intelligence: Concepts, Algorithms and Models (Paperback)
by (shelved 1 time as reinforcement-learning)
avg rating 0.0 — 0 ratings — published
Prediction, Learning, and Games (Hardcover)
by (shelved 1 time as reinforcement-learning)
avg rating 4.13 — 23 ratings — published 2006
Machine Learning and Artificial Intelligence: Concepts, Algorithms and Models (Hardcover)
by (shelved 1 time as reinforcement-learning)
avg rating 5.00 — 3 ratings — published
Mathematical Foundations of Reinforcement Learning (Hardcover)
by (shelved 1 time as reinforcement-learning)
avg rating 4.50 — 4 ratings — published
Rollout, Policy Iteration, and Distributed Reinforcement Learning (Hardcover)
by (shelved 1 time as reinforcement-learning)
avg rating 4.50 — 2 ratings — published
Patterns, Predictions, and Actions: A Story About Machine Learning (ebook)
by (shelved 1 time as reinforcement-learning)
avg rating 4.29 — 14 ratings — published
Simulation-Based Optimization: Parametric Optimization Techniques and Reinforcement Learning (Hardcover)
by (shelved 1 time as reinforcement-learning)
avg rating 3.80 — 5 ratings — published 1997
Reinforcement Learning: State-of-the-Art (Adaptation, Learning, and Optimization)
by (shelved 1 time as reinforcement-learning)
avg rating 4.25 — 4 ratings — published 2012
Optimal Statistical Decisions (Wiley Classics Library)
by (shelved 1 time as reinforcement-learning)
avg rating 4.20 — 5 ratings — published 1970
Mastering Reinforcement Learning with Python: Build next-generation, self-learning models using reinforcement learning techniques and best practices (Kindle Edition)
by (shelved 1 time as reinforcement-learning)
avg rating 3.88 — 8 ratings — published
Grokking Deep Reinforcement Learning (Paperback)
by (shelved 1 time as reinforcement-learning)
avg rating 4.50 — 50 ratings — published
Deep Learning and the Game of Go (Paperback)
by (shelved 1 time as reinforcement-learning)
avg rating 4.09 — 34 ratings — published
Foundations of Deep Reinforcement Learning: Theory and Practice in Python (Addison-Wesley Data & Analytics Series)
by (shelved 1 time as reinforcement-learning)
avg rating 3.68 — 22 ratings — published
Hands-On Machine Learning with Scikit-Learn and TensorFlow (ebook)
by (shelved 1 time as reinforcement-learning)
avg rating 4.54 — 2,879 ratings — published 2017