Reinforcement Learning: An Introduction

作者：Sutton, Richard S., Barto, Andrew · 发表于：IEEE Transactions on Neural Networks · 年份：2005 · DOI：10.1109/tnn.2004.842673 · 被引用次数：25757 · 研究领域：Reinforcement Learning in Robotics、Data Stream Mining Techniques、Evolutionary Algorithms and Applications

An account of key ideas and algorithms in reinforcement learning. The discussion ranges from the history of the field's intellectual foundations to recent developments and applications. Areas studied include reinforcement learning problems in terms of Markov decision problems and solution methods.