The Role of Causal Modelling in Online Reinforcement Learning

In online reinforcement learning, causal modelling plays a crucial role in understanding the effects of interventions and maximizing rewards. The combination of observational equivalence and action sufficiency allows for the estimation of interventional probabilities from conditional probabilities.