Belief-Grounded Networks for Accelerated Robot Learning under Partial Observability

Hai Nguyen, Brett Daley, Xinchao Song, Christopher Amato, Robert Platt

Abstract: Many important robotics problems are partially observable where a single visual or force-feedback measurement is insufficient to reconstruct the state. Standard approaches involve learning a policy...