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A Brief Survey of Deep Reinforcement Learning PDF PDF

14 Pages·2017·English
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by ['Matheus Portela']| 2017| 14 pages| English

About A Brief Survey of Deep Reinforcement Learning PDF

Deep reinforcement learning uses neural networks to enable reinforcement learning to solve problems with high-dimensional state and action spaces, like playing video games from raw pixels. Two major successes were developing an algorithm that achieved superhuman performance on Atari games and AlphaGo defeating a world Go champion. Deep reinforcement learning has applications in robotics, learning control policies directly from camera inputs, and developing more capable agents that can learn to learn.

Detailed Information

Author:['Matheus Portela']
Publication Year:2017
Pages:14
Language:English
Format:PDF
Price:FREE
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