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Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learni…

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 from the history of the field’s intellectual foundations…

Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learni… | swift | 4.5