Search Results for author: Paarth Shah

Found 2 papers, 2 papers with code

How Generalizable Is My Behavior Cloning Policy? A Statistical Approach to Trustworthy Performance Evaluation

1 code implementation8 May 2024 Joseph A. Vincent, Haruki Nishimura, Masha Itkina, Paarth Shah, Mac Schwager, Thomas Kollar

To rigorously evaluate behavior cloning policies, we present a framework that provides a tight lower-bound on robot performance in an arbitrary environment, using a minimal number of experimental policy rollouts.

Differentiable and Learnable Robot Models

1 code implementation22 Feb 2022 Franziska Meier, Austin Wang, Giovanni Sutanto, Yixin Lin, Paarth Shah

Building differentiable simulations of physical processes has recently received an increasing amount of attention.

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