Yichuan Charlie Tang

Worst Cases Policy Gradients

Recent advances in deep reinforcement learning have demonstrated the capability of learning complex control policies from many types of environment. When learning policies for safety critical applications, it is important to be sensitive to risks and avoid catastrophic events. Towards this goal, we