Learning to Locomote: Understanding How Environment Design Matters for Deep Reinforcement Learning

Daniele Reda, Tianxin Tao, Michiel van de Panne

Learning to locomote is one of the most common tasks in physics-based animation and deep reinforcement learning (RL). A learned policy is the product of the problem to be solved, a…