David Barker

Scaling data-driven robotics with reward sketching and batch reinforcement learning

2019 · arXiv (Cornell University)

We present a framework for data-driven robotics that makes use of a large dataset of recorded robot experience and scales to several tasks using learned reward functions. We show how to apply this framework to …