Pessimistic Causal Reinforcement Learning with Mediators for Confounded Offline Data

Danyang Wang, Chengchun Shi, Shikai Luo +1

In real-world scenarios, datasets collected from randomized experiments are often constrained by size, due to limitations in time and budget. As a result, leveraging large observat…