Hongge Chen

icon indicating a website link https://scholar.google.com/citations?user=KFtsQvIAAAAJ&hl=en&oi=ao

icon company MIT icon location Cambridge, MA, USA icon location PhD, MIT EECS [email protected]

Results 4 repositories owned by Hongge Chen

StateAdvDRL

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[NeurIPS 2020, Spotlight] Code for "Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations"

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RobustTrees

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[ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples

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SA_DQN

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[NeurIPS 2020, Spotlight] State-Adversarial DQN (SA-DQN) for robust deep reinforcement learning

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treeVerification

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[NeurIPS 2019] H. Chen*, H. Zhang*, S. Si, Y. Li, D. Boning and C.-J. Hsieh, Robustness Verification of Tree-based Models (*equal contribution)

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