Yu-Yang Chen

Efficient Diversity-based Experience Replay for Deep Reinforcement Learning

Efficient Diversity-based Experience Replay employs a determinantal point process to model the diversity between samples and prioritizes replay based on the diversity between samples, which improves learning efficiency and achieves superior performance in high-dimensional, realistic environments.