Rethinking State Disentanglement in Causal Reinforcement Learning

Haiyao Cao, Zhen Zhang, Panpan Cai +7

One of the significant challenges in reinforcement learning (RL) when dealing with noise is estimating latent states from observations. Causality provides rigorous theoretical supp…