Search Results for author: Julian Whitman

Found 2 papers, 1 papers with code

Learning Modular Robot Locomotion from Demonstrations

no code implementations31 Oct 2022 Julian Whitman, Howie Choset

This work presents a method that uses demonstrations from one set of designs to accelerate policy learning for additional designs.

Imitation Learning

Learning Modular Robot Control Policies

1 code implementation20 May 2021 Julian Whitman, Matthew Travers, Howie Choset

One could craft a policy from scratch for each new design, but such an approach is not scalable, especially given the large number of designs that can be generated from even a small set of modules.

Model-based Reinforcement Learning

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