Explaining Reinforcement Learning with Shapley Values

Explaining Reinforcement Learning with Shapley Values

9 June 2023

Thomas M. S. Smith

ArXiv (abs)PDF HTML

Papers citing "Explaining Reinforcement Learning with Shapley Values"

9 / 9 papers shown

Title
An Explainable AI Framework for Dynamic Resource Management in Vehicular Network Slicing Haochen Sun Yifan Liu Ahmed Al-Tahmeesschi Swarna Bindu Chetty Syed Ali Raza Zaidi Avishek Nag Hamed Ahmadi 64 0 0 13 Jun 2025
Behaviour Discovery and Attribution for Explainable Reinforcement Learning Rishav Rishav Somjit Nath Vincent Michalski Samira Ebrahimi Kahou FAtt OffRL 170 1 0 19 Mar 2025
A Comprehensive Study of Shapley Value in Data Analytics Hong Lin Shixin Wan Zhongle Xie Ke Chen Meihui Zhang Lidan Shou Gang Chen 182 0 0 02 Dec 2024
Towards Multi-dimensional Explanation Alignment for Medical Classification Lijie Hu Songning Lai Wenshuo Chen Hongru Xiao Hongbin Lin Lu Yu Jingfeng Zhang Di Wang 74 2 0 28 Oct 2024
Interpretability in Action: Exploratory Analysis of VPT, a Minecraft Agent Karolis Jucys George Adamopoulos Mehrab Hamidi Stephanie Milani Mohammad Reza Samsami Artem Zholus Sonia Joseph Blake A. Richards Irina Rish Özgür Simsek 80 3 0 16 Jul 2024
Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration Julian Rodemann Federico Croppi Philipp Arens Yusuf Sale J. Herbinger B. Bischl Eyke Hüllermeier Thomas Augustin Conor J. Walsh Giuseppe Casalicchio 96 7 0 07 Mar 2024
Refining Diffusion Planner for Reliable Behavior Synthesis by Automatic Detection of Infeasible Plans Kyowoon Lee Seongun Kim Jaesik Choi DiffM 81 11 0 30 Oct 2023
Quantifying Feature Importance of Games and Strategies via Shapley Values Satoru Fujii FAtt 82 0 0 21 Sep 2023
A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges Yunpeng Qing Shunyu Liu Mingli Song Huiqiong Wang Mingli Song XAI 93 1 0 12 Nov 2022