Maxime Chareyre

Unsupervised Discovery of Objects Physical Properties Through Maximum Entropy Reinforcement Learning

Understanding the environment is crucial for autonomous robots to perform navigation and manipulation tasks. Never-seen-before objects may have complex appearances and dynamics, where only physical interactions can help to identify visually hidden properties like mass or friction. In this work we pr