Hashing over Predicted Future Frames for Informed Exploration of Deep Reinforcement Learning

Haiyan Yin, Jianda Chen, Sinno Jialin Pan

In deep reinforcement learning (RL) tasks, an efficient exploration mechanism should be able to encourage an agent to take actions that lead to less frequent states which may yield…