Brandon Cui

Control-Aware Representations for Model-based Reinforcement Learning

2020 · arXiv (Cornell University)

A major challenge in modern reinforcement learning (RL) is efficient control of dynamical systems from high-dimensional sensory observations. Learning controllable embedding (LCE) is a promising approach that addresses this challenge by embedding the observations into …