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30 Results

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Poster
Tue 1:00 Policy-Driven Attack: Learning to Query for Hard-label Black-box Adversarial Examples
Ziang Yan · Yiwen Guo · Jian Liang · Changshui Zhang
Poster
Wed 1:00 Explaining by Imitating: Understanding Decisions by Interpretable Policy Learning
Alihan Hüyük · Daniel Jarrett · Cem Tekin · Mihaela van der Schaar
Poster
Thu 17:00 Learning to Sample with Local and Global Contexts in Experience Replay Buffer
Youngmin Oh · Kimin Lee · Jinwoo Shin · Eunho Yang · Sung Ju Hwang
Poster
Thu 1:00 Genetic Soft Updates for Policy Evolution in Deep Reinforcement Learning
Enrico Marchesini · Davide Corsi · Alessandro Farinelli
Poster
Mon 1:00 Parameter-Based Value Functions
Francesco Faccio · Louis Kirsch · Jürgen Schmidhuber
Poster
Tue 9:00 Iterative Empirical Game Solving via Single Policy Best Response
Max Smith · Thomas Anthony · Michael Wellman
Spotlight
Thu 3:45 Iterative Empirical Game Solving via Single Policy Best Response
Max Smith · Thomas Anthony · Michael Wellman
Poster
Tue 17:00 DOP: Off-Policy Multi-Agent Decomposed Policy Gradients
Yihan Wang · Beining Han · Tonghan Wang · Heng Dong · Chongjie Zhang
Spotlight
Wed 21:25 Regularization Matters in Policy Optimization - An Empirical Study on Continuous Control
Zhuang Liu · Xuanlin Li · Bingyi Kang · trevor darrell
Poster
Mon 9:00 Self-Supervised Policy Adaptation during Deployment
Nicklas Hansen · Rishabh Jangir · Yu Sun · Guillem Alenyà · Pieter Abbeel · Alexei Efros · Lerrel Pinto · Xiaolong Wang
Spotlight
Thu 19:25 Self-Supervised Policy Adaptation during Deployment
Nicklas Hansen · Rishabh Jangir · Yu Sun · Guillem Alenyà · Pieter Abbeel · Alexei Efros · Lerrel Pinto · Xiaolong Wang
Poster
Mon 17:00 Regularization Matters in Policy Optimization - An Empirical Study on Continuous Control
Zhuang Liu · Xuanlin Li · Bingyi Kang · trevor darrell