ARCHER: Aggressive Rewards to Counter bias in Hindsight Experience Replay

Sameera Lanka, Tianfu Wu

Experience replay is an important technique for addressing sample-inefficiency in deep reinforcement learning (RL), but faces difficulty in learning from binary and sparse rewards…