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Deep Reinforcement Learning PDF PDF

150 Pages·2019·English
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by ['Oscar Julian Perdomo Charry']| 2019| 150 pages| English

About Deep Reinforcement Learning PDF

This document provides an overview of deep reinforcement learning. It discusses six core elements: value function, policy, reward, model, exploration vs exploitation, and representation. It also covers six important mechanisms: attention and memory, unsupervised learning, hierarchical RL, multi-agent RL, relational RL, and learning to learn. Finally, it discusses twelve applications of deep RL, including games, robotics, natural language processing, computer vision, and more.

Detailed Information

Author:['Oscar Julian Perdomo Charry']
Publication Year:2019
Pages:150
Language:English
Format:PDF
Price:FREE
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