Episodic Memory Deep Q-Networks

19 May 2018 Zichuan Lin Tianqi Zhao Guangwen Yang Lintao Zhang

Reinforcement learning (RL) algorithms have made huge progress in recent years by leveraging the power of deep neural networks (DNN). Despite the success, deep RL algorithms are known to be sample inefficient, often requiring many rounds of interaction with the environments to obtain satisfactory performance... (read more)

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