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Poster
Thu 9:00 Adversarially-learned Inference via an Ensemble of Discrete Undirected Graphical Models
Adarsh Keshav Jeewajee · Leslie Kaelbling
Workshop
Poster: Domain Adversarial Reinforcement Learning
Workshop
Poster: Adversarial Environment Generation for Learning to Navigate the Web
Poster
Tue 21:00 Model-based Adversarial Meta-Reinforcement Learning
Zichuan Lin · Garrett Thomas · Guangwen Yang · Tengyu Ma
Workshop
Poster: Combating False Negatives in Adversarial Imitation Learning
Workshop
Poster: Targeted Query-based Action-Space Adversarial Policies on Deep Reinforcement Learning Agents
Workshop
Poster: Addressing reward bias in Adversarial Imitation Learning with neutral reward functions
Workshop
Poster: Goal-Conditioned Reinforcement Learning in the Presence of an Adversary
Invited Talk
Tue 17:00 Robustness, Verification, Privacy: Addressing Machine Learning Adversaries
Shafi Goldwasser
Poster
Thu 21:00 CircleGAN: Generative Adversarial Learning across Spherical Circles
Woohyeon Shim · Minsu Cho
Poster
Thu 9:00 Reducing Adversarially Robust Learning to Non-Robust PAC Learning
Omar Montasser · Steve Hanneke · Nati Srebro
Poster
Mon 21:00 Upper Confidence Primal-Dual Reinforcement Learning for CMDP with Adversarial Loss
Shuang Qiu · Xiaohan Wei · Zhuoran Yang · Jieping Ye · Zhaoran Wang