2023
Self-Improving Robots: End-to-End Autonomous Visuomotor Reinforcement Learning
CoRL 2023poster
In imitation and reinforcement learning (RL), the cost of human supervision limits the amount of data that the robots can be trained on. While RL offers a framework for building self-improving robots that can learn via trial-and-error autonomously, practical realizations end up requiring extensive h…