GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations

Tobias Huber, Maximilian Demmler, Silvan Mertes, Matthew L. Olson, Elisabeth André. GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations. In Noa Agmon, Bo An 0001, Alessandro Ricci, William Yeoh 0001, editors, Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, London, United Kingdom, 29 May 2023 - 2 June 2023. pages 1097-1106, ACM, 2023. [doi]

Abstract

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