Robust Reinforcement Learning via Adversarial training with Langevin Dynamics

Parameswaran Kamalaruban, Yu-Ting Huang, Ya-Ping Hsieh +3

We introduce a sampling perspective to tackle the challenging task of training robust Reinforcement Learning (RL) agents. Leveraging the powerful Stochastic Gradient Langevin Dynam…