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A summary of my literature review on decision trees related to XAI.

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DT-papers

A summary of my literature review on decision trees related to XAI.

DT and RL

Optimization Methods for Interpretable Differentiable Decision Trees in Reinforcement Learning. Silva et al. 2020

Decision Tree Function Approximation in Reinforcement. Learning, Pyeatt, Howe. 2001

Books

Machine learning under a modern optimization lens. Bertsimas, Dunn. 2019

Other resources

benedekrozemberczki's list of awesome decision tree papers

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A summary of my literature review on decision trees related to XAI.

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