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 when interacting with a complex, uncertain environment.
In Reinforcement Learning, Richard Sutton and Andrew Barto
provide a clear and simple account of the key ideas and
algorithms of reinforcement learning. Their discussion ranges... more...