Fractal Landscapes in Policy Optimization

Tao Wang, Sylvia Herbert, Sicun Gao

Policy gradient lies at the core of deep reinforcement learning (RL) in continuous domains. Despite much success, it is often observed in practice that RL training with policy grad…