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reinforcement learning handbook

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Reinforcement Learning in a Nutshell

We provide a concise introduction to basic approaches to reinforcement learning from the machine learning perspective. The focus is on value function and ...

christian-igel.github.io·170.4 KB
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Reinforcement Learning

by AG Barto · Cited by 397 — A reinforcement learning agent and its environment interact over a sequence of discrete time steps. The actions are the choices made by the agent; the states ...

people.cs.umass.edu·116.1 KB
Handbook of Reinforcement Learning and Control

by KG Vamvoudakis · Cited by 70 — This book presents a variety of state-of-the-art methods for the RL and games in multiagent settings by bringing the leading researchers in the field. These ...

link.springer.com·3.0 KB
[PDF] Reinforcement Learning: A Survey

This paper surveys the field of reinforcement learning from a computer-science per- spective. It is written to be accessible to researchers familiar with ...

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