Klaus Mueller

CausalXRL: Explainable Reinforcement Learning through Causal Graph Reasoning

Reinforcement learning is a powerful paradigm for training autonomous agents and has achieved impressive performance in complex environments. However, this success often comes at the cost of interpretability, diminishing trust and complicating efforts to debug and improve agent behavior. To address …