The significantly expanded and updated new edition of a widely used text on reinforcement learning one of the most active research areas in artificial intelligence.Reinforcement learning one of the most active research areas in artificial intelligence is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex uncertain environment. In Reinforcement Learning Richard Sutton and Andrew Barto provide a clear and