Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update

Su Young Lee, Sungik Choi, Sae-Young Chung

We propose Episodic Backward Update (EBU) - a novel deep reinforcement learning algorithm with a direct value propagation. In contrast to the conventional use of the experience rep…