PPO-UE: Proximal Policy Optimization via Uncertainty-Aware Exploration

Qisheng Zhang, Zhen Guo, Audun Jøsang +4

Proximal Policy Optimization (PPO) is a highly popular policy-based deep reinforcement learning (DRL) approach. However, we observe that the homogeneous exploration process in PPO…