The Nuts and Bolts of Deep RL Research John Schulman December 9th, 2016 Outline

Source URL: rll.berkeley.edu

• Artificial intelligence
• Machine learning algorithms
• Statistical theory
• Probability and statistics
• Reinforcement learning
• Q-learning
• Partially observable Markov decision process
• Entropy
• OpenAI
• Cross entropy
• DQN

Nuts  Copyright 2008, Don Shor www.redwoodbarn.com

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Nuts  Copyright 2008, Don Shor www.redwoodbarn.com

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