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Grokking Deep Reinforcement Learning MEAP V02 - Chapter 1 PDF

2018·2.3913 MB·other
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by Miguel Morales| 2018| 2.3913| other

About Grokking Deep Reinforcement Learning MEAP V02 - Chapter 1

<p>Part 1: Reinforcement Learning Foundations<br>1 Introduction to Deep Reinforcement Learning<br>2 Planning For Sequential Decision-Making Problems <br>3 Learning to Act Through Interaction<br>4 More Effective and Efficient Reinforcement Learning</p><p>Part 2: Deep Reinforcement Learning Algorithms<br>5 Value-based Methods 6 Policy-based Methods <br>7 Actor-Critic Methods<br>8 Gradient-Free Methods</p><p>Part 3: Advanced Applications<br>9 Advanced Exploration Strategies<br>10 Reinforcement Learning in Robots<br>11 Reinforcement Learning with Multiple Agents <br>12 Towards Artificial General Intelligence</p>

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Author:Miguel Morales
Publication Year:2018
Language:other
File Size:2.3913
Format:PDF
Price:FREE
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