Search Results for author: Brett Barkley

Found 1 papers, 0 papers with code

An Investigation of Time Reversal Symmetry in Reinforcement Learning

no code implementations28 Nov 2023 Brett Barkley, Amy Zhang, David Fridovich-Keil

We observe that utilizing the structure of time reversal in an MDP allows every environment transition experienced by an agent to be transformed into a feasible reverse-time transition, effectively doubling the number of experiences in the environment.

Data Augmentation Friction +2

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