CIER: A Novel Experience Replay Approach with Causal Inference in Deep Reinforcement Learning

no code implementations • 14 May 2024 • Jingwen Wang, Dehui Du, Yida Li, Yiyang Li, Yikang Chen

Several experiments demonstrate the feasibility of our approach in common environments, confirming its ability to enhance the effectiveness of DRL training and impart a certain level of explainability to the training process.

Causal Inference Time Series