False Correlation Reduction for Offline Reinforcement Learning

Zhihong Deng, Zuyue Fu, Lingxiao Wang +5

Offline reinforcement learning (RL) harnesses the power of massive datasets for resolving sequential decision problems. Most existing papers only discuss defending against out-of-d…