Eugene Vinitsky

Robust Reinforcement Learning using Adversarial Populations

2020 · arXiv (Cornell University)

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 perturbed. The Robust RL formulation tackles this by adding worst-case …