Contrastive Visual Explanations for Reinforcement Learning via Counterfactual Rewards

Xiaowei Liu; Kevin McAreavey; Weiru Liu

doi:10.1007/978-3-031-44067-0_4

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Contrastive Visual Explanations for Reinforcement Learning via Counterfactual Rewards

Xiaowei Liu Kevin McAreavey Weiru Liu

Year: 2023 Communications in computer and information science Pages: 72-87 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-031-44067-0_4

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Keywords:

Counterfactual thinking Reinforcement learning Computer science Attribution Action (physics) Artificial intelligence Feature (linguistics) Cognitive psychology Psychology Linguistics Social psychology

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Explainable Artificial Intelligence (XAI)

Physical Sciences → Computer Science → Artificial Intelligence

Reinforcement Learning in Robotics

Physical Sciences → Computer Science → Artificial Intelligence

Adversarial Robustness in Machine Learning

Physical Sciences → Computer Science → Artificial Intelligence

Contrastive Visual Explanations for Reinforcement Learning via Counterfactual Rewards

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