A summary of my literature review on decision trees related to XAI.
Optimization Methods for Interpretable Differentiable Decision Trees in Reinforcement Learning. Silva et al. 2020
arXiv link
Decision Tree Function Approximation in Reinforcement. Learning, Pyeatt, Howe. 2001
Machine learning under a modern optimization lens. Bertsimas, Dunn. 2019