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MAVIPER: Learning Decision Tree Policies for Interpretable Multi-Agent Reinforcement Learning


May 25, 2022
Stephanie Milani, Zhicheng Zhang, Nicholay Topin, Zheyuan Ryan Shi, Charles Kamhoua, Evangelos E. Papalexakis, Fei Fang

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* 25 pages 

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Learning Generative Deception Strategies in Combinatorial Masking Games


Sep 23, 2021
Junlin Wu, Charles Kamhoua, Murat Kantarcioglu, Yevgeniy Vorobeychik

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Understanding Adversarial Examples Through Deep Neural Network's Response Surface and Uncertainty Regions


Jun 30, 2021
Juan Shu, Bowei Xi, Charles Kamhoua

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Pareto GAN: Extending the Representational Power of GANs to Heavy-Tailed Distributions


Jan 22, 2021
Todd Huster, Jeremy E. J. Cohen, Zinan Lin, Kevin Chan, Charles Kamhoua, Nandi Leslie, Cho-Yu Jason Chiang, Vyas Sekar

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Game-Theoretic and Machine Learning-based Approaches for Defensive Deception: A Survey


Jan 21, 2021
Mu Zhu, Ahmed H. Anwar, Zelin Wan, Jin-Hee Cho, Charles Kamhoua, Munindar P. Singh

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* 30 pages, 156 citations 

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Learning and Planning in Feature Deception Games


May 13, 2019
Zheyuan Ryan Shi, Ariel D. Procaccia, Kevin S. Chan, Sridhar Venkatesan, Noam Ben-Asher, Nandi O. Leslie, Charles Kamhoua, Fei Fang

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