Reinforcement Learning and Dynamic Programming Using Function Approximators
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9781315217932

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Approximate value iteration with a fuzzy representation

Reinforcement Learning and Dynamic Programming Using Function Approximators ◽

10.1201/9781439821091-9 ◽

2017 ◽

pp. 131-180

Keyword(s):

Value Iteration ◽

Fuzzy Representation ◽

Approximate Value Iteration

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Introduction

Reinforcement Learning and Dynamic Programming Using Function Approximators ◽

10.1201/9781439821091-6 ◽

2017 ◽

pp. 15-24

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Approximate policy search with cross-entropy optimization of basis functions

Reinforcement Learning and Dynamic Programming Using Function Approximators ◽

10.1201/9781439821091-11 ◽

2017 ◽

pp. 219-248

Keyword(s):

Basis Functions ◽

Cross Entropy ◽

Policy Search ◽

Entropy Optimization

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An introduction to dynamic programming and reinforcement learning

Reinforcement Learning and Dynamic Programming Using Function Approximators ◽

10.1201/9781439821091-7 ◽

2017 ◽

pp. 25-56

Keyword(s):

Dynamic Programming ◽

Reinforcement Learning

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Dynamic programming and reinforcement learning in large and contin- uous spaces

Reinforcement Learning and Dynamic Programming Using Function Approximators ◽

10.1201/9781439821091-8 ◽

2017 ◽

pp. 57-130

Keyword(s):

Dynamic Programming ◽

Reinforcement Learning

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Approximate policy iteration for online learning and continuous-action control

Reinforcement Learning and Dynamic Programming Using Function Approximators ◽

10.1201/9781439821091-10 ◽

2017 ◽

pp. 181-218

Keyword(s):

Online Learning ◽

Action Control ◽

Policy Iteration ◽

Continuous Action ◽

Approximate Policy Iteration

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