Enhanced Experience Replay Generation for Efficient Reinforcement Learning

Vincent Huang, Tobias Ley, Martha Vlachou-Konchylaki +1

Applying deep reinforcement learning (RL) on real systems suffers from slow data sampling. We propose an enhanced generative adversarial network (EGAN) to initialize an RL agent in…