Match or Replay: Self Imitating Proximal Policy Optimization

Gaurav Chaudhary, Laxmidhar Behera, Washim Uddin Mondal

Reinforcement Learning (RL) agents often struggle with inefficient exploration, particularly in environments with sparse rewards. Traditional exploration strategies can lead to slo…