Search Results for author: Grant Wang

Found 2 papers, 1 papers with code

Data-efficient Learning of Morphology and Controller for a Microrobot

1 code implementation3 May 2019 Thomas Liao, Grant Wang, Brian Yang, Rene Lee, Kristofer Pister, Sergey Levine, Roberto Calandra

Robot design is often a slow and difficult process requiring the iterative construction and testing of prototypes, with the goal of sequentially optimizing the design.

Bayesian Optimization

Learning Flexible and Reusable Locomotion Primitives for a Microrobot

no code implementations1 Mar 2018 Brian Yang, Grant Wang, Roberto Calandra, Daniel Contreras, Sergey Levine, Kristofer Pister

This approach formalizes locomotion as a contextual policy search task to collect data, and subsequently uses that data to learn multi-objective locomotion primitives that can be used for planning.

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