Variable-Agnostic Causal Exploration for Reinforcement Learning

Minh Hoang Nguyen, Hung Le, Svetha Venkatesh

Modern reinforcement learning (RL) struggles to capture real-world cause-and-effect dynamics, leading to inefficient exploration due to extensive trial-and-error actions. While rec…