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[PDF] Reinforcement Learning: A Survey

This paper surveys the historical basis of reinforcement learning and some of the current work from a computer science perspective. We give a high-level ...

www.ri.cmu.edu·431.9 KB
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Understanding Learned Reward Functions

Other reward learning techniques learn a reward function not by observing user behavior, but by soliciting user preferences between agent trajectories [6]. Some ...

people.eecs.berkeley.edu·369.2 KB
The Nuts and Bolts of Deep RL Research

The Nuts and Bolts of Deep RL Research. John Schulman. December 9th ... General Tuning Strategies for RL. Policy Gradient Strategies. Q ...

joschu.net·311.1 KB

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