Search Results for author: Austin S. Wang

Found 3 papers, 2 papers with code

Efficient and Interpretable Robot Manipulation with Graph Neural Networks

no code implementations25 Feb 2021 Yixin Lin, Austin S. Wang, Eric Undersander, Akshara Rai

Manipulation tasks, like loading a dishwasher, can be seen as a sequence of spatial constraints and relationships between different objects.

Imitation Learning Robot Manipulation

Learning State-Dependent Losses for Inverse Dynamics Learning

1 code implementation10 Mar 2020 Kristen Morse, Neha Das, Yixin Lin, Austin S. Wang, Akshara Rai, Franziska Meier

In both settings, the structured and state-dependent learned losses improve online adaptation speed, when compared to standard, state-independent loss functions.

Meta-Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.