Learning Robust Policies via Interpretable Hamilton-Jacobi Reachability-Guided Disturbances

Hanyang Hu, Xilun Zhang, Xubo Lyu +1

Deep Reinforcement Learning (RL) has shown remarkable success in robotics with complex and heterogeneous dynamics. However, its vulnerability to unknown disturbances and adversaria…