Optimal Decision Tree Policies for Markov Decision Processes

30 January 2023

Papers citing "Optimal Decision Tree Policies for Markov Decision Processes"

6 / 6 papers shown

Title
Explaining Control Policies through Predicate Decision Diagrams Debraj Chakraborty Clemens Dubslaff Sudeep Kanav Jan Křetínský Christoph Weinhuber 68 0 0 09 Mar 2025
Robust Optimal Classification Trees Against Adversarial Examples D. Vos S. Verwer AAML 18 21 0 08 Sep 2021
Iterative Bounding MDPs: Learning Interpretable Policies via Non-Interpretable Methods Nicholay Topin Stephanie Milani Fei Fang Manuela Veloso OffRL 43 36 0 25 Feb 2021
Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making S. Aghaei Javad Azizi P. Vayanos FaML 47 177 0 25 Mar 2019
Verifiable Reinforcement Learning via Policy Extraction Osbert Bastani Yewen Pu Armando Solar-Lezama OffRL 119 334 0 22 May 2018
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 969 16,931 0 16 Feb 2016