[ PAPER ] · 1998 · IEEE Trans. Neural Networks
Reinforcement Learning: An Introduction
R. S. Sutton, A. Barto
No open-access PDF, so we'll narrate a briefing from the abstract instead.
[ TLDR ]
This book provides a clear and simple account of the key ideas and algorithms of reinforcement learning, which ranges from the history of the field's intellectual foundations to the most recent developments and applications.