Generative Adversarial Exploration for Reinforcement Learning

Weijun Hong, Menghui Zhu, Minghuan Liu +4

Exploration is crucial for training the optimal reinforcement learning (RL) policy, where the key is to discriminate whether a state visiting is novel. Most previous work focuses o…