Robust Reinforcement Learning using Adversarial Populations

Eugene Vinitsky, Yuqing Du, Kanaad Parvate +3

Reinforcement Learning (RL) is an effective tool for controller design but can struggle with issues of robustness, failing catastrophically when the underlying system dynamics are…