Search Results for author: Donald J. Hejna III

Found 2 papers, 2 papers with code

Task-Agnostic Morphology Evolution

1 code implementation ICLR 2021 Donald J. Hejna III, Pieter Abbeel, Lerrel Pinto

Deep reinforcement learning primarily focuses on learning behavior, usually overlooking the fact that an agent's function is largely determined by form.

Hierarchically Decoupled Imitation for Morphological Transfer

1 code implementation3 Mar 2020 Donald J. Hejna III, Pieter Abbeel, Lerrel Pinto

Learning long-range behaviors on complex high-dimensional agents is a fundamental problem in robot learning.

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