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Reinforcement Learning: A Tutorial

estimation, recoding data based on some principle, etc. 3. Reinforcement Learning. • learning approaches to sequential decision making. • learning from a critic ...

web.eecs.umich.edu·10.1 MB
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Reinforcement Learning: An Introduction

We first came to focus on what is now known as reinforcement learning in late 1979. We were both at the University of Massachusetts, working on one of the ...

neuro.bstu.by·5.2 MB
Discovering Reinforcement Learning Algorithms

Reinforcement learning (RL) algorithms update an agent's parameters according to one of several possible rules, discovered manually through years of research.

papers.neurips.cc·2.5 MB
Algorithms for Reinforcement Learning

Reinforcement learning is a learning paradigm concerned with learning to control a system so as to maximize a numerical performance measure ...

sites.ualberta.ca·1.5 MB
reinforcement learning

In reinforcement learning, developers devise a method of rewarding desired behaviors and punishing negative behaviors.

www.stat.cmu.edu·781.0 KB
[PDF] Reinforcement Learning: A Survey

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

publications.ri.cmu.edu·431.9 KB

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