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Exploratory Not Explanatory: Counterfactual Analysis of Saliency Maps for Deep Reinforcement Learning Inproceedings

Akanksha Atrey, Kaleigh Clary, David Jensen

International Conference on Learning Representations, 2020.

Abstract | Links | BibTeX | Tags: Explainable AI

Toybox: A Suite of Environments for Experimental Evaluation of Deep Reinforcement Learning Miscellaneous

Emma Tosch, Kaleigh Clary, John Foley, David Jensen

2019.

Abstract | Links | BibTeX | Tags: Explainable AI

Let's Play Again: Variability of Deep Reinforcement Learning Agents in Atari Environments Miscellaneous

Kaleigh Clary, Emma Tosch, John Foley, David Jensen

2018.

Abstract | Links | BibTeX | Tags: Explainable AI

Measuring and characterizing generalization in deep reinforcement learning Miscellaneous

Sam Witty, Jun Ki Lee, Emma Tosch, Akanksha Atrey, Michael Littman, David Jensen

2018.

Abstract | Links | BibTeX | Tags: Explainable AI

Toybox: Better Atari Environments for Testing Reinforcement Learning Agents Inproceedings

John Foley, Emma Tosch, Kaleigh Clary, David Jensen

NeurIPS 2018 Workshop on Systems for ML, 2018.

Abstract | Links | BibTeX | Tags: Explainable AI