Zitu Wang

Bi-Phase Episodic Memory-Guided Deep Reinforcement Learning for Robot Skills

Deep reinforcement learning has significant advantages in the field of robot skill learning, however it usually cannot make good use of experience. In this letter, a Bi-phase Episodic Memory Guided (BEMG) method for speeding up the learning process of DRL and solving the problem of sparse reward is