CRRL: A Causality-Based Reinforcement Learning Framework for Autonomous System Recovery

Safia Fatima, Kai Olav Ellefsen, Leon Moonen

Traditional reinforcement learning (RL) for recovery in autonomous systems lacks causal understanding and generalizes poorly to novel failure scenarios. RL policies often stall in…