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Identifying Reasoning Flaws in Planning-Based RL Using Tree Explanations


Sep 28, 2021
Kin-Ho Lam, Zhengxian Lin, Jed Irvine, Jonathan Dodge, Zeyad T Shureih, Roli Khanna, Minsuk Kahng, Alan Fern


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Counterfactual State Explanations for Reinforcement Learning Agents via Generative Deep Learning


Jan 29, 2021
Matthew L. Olson, Roli Khanna, Lawrence Neal, Fuxin Li, Weng-Keen Wong

* Artificial Intelligence, 2021, 103455, ISSN 0004-3702 
* Full source code available at https://github.com/mattolson93/counterfactual-state-explanations 

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