Learnable Behavior Control: Breaking Atari Human World Records via Sample-Efficient Behavior Selection

Jiajun Fan, Yuzheng Zhuang, Yuecheng Liu +5

The exploration problem is one of the main challenges in deep reinforcement learning (RL). Recent promising works tried to handle the problem with population-based methods, which c…