Deep Learning, Deep Reinforcement, Explainable Ai, Interpretability, Reinforcement Learning.
U-Trees’ [1]. This is one of the decision tree based approach used for RL explainability. Linear Model U-Trees A linear model U-Tree (LMUT) is an extension of Continuous U-Trees (CUTs), where we learn linear models at the leaves (Fig. 1). CUTs are regression trees which discretize the continues