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671 Results
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Poster
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RORL: Robust Offline Reinforcement Learning via Conservative Smoothing Rui Yang · Chenjia Bai · Xiaoteng Ma · Zhaoran Wang · Chongjie Zhang · Lei Han |
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Workshop
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Domain Generalization for Robust Model-Based Offline Reinforcement Learning Alan Clark · Shoaib Siddiqui · Robert Kirk · Usman Anwar · Stephen Chung · David Krueger |
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Poster
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Thu 9:00 |
Robust On-Policy Sampling for Data-Efficient Policy Evaluation in Reinforcement Learning Rujie Zhong · Duohan Zhang · Lukas Schäfer · Stefano Albrecht · Josiah Hanna |
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Poster
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I2Q: A Fully Decentralized Q-Learning Algorithm Jiechuan Jiang · Zongqing Lu |
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Poster
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Wed 9:00 |
Are AlphaZero-like Agents Robust to Adversarial Perturbations? Li-Cheng Lan · Huan Zhang · Ti-Rong Wu · Meng-Yu Tsai · I-Chen Wu · Cho-Jui Hsieh |
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Workshop
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Meta-learning of Black-box Solvers Using Deep Reinforcement Learning Cedric Malherbe · Aladin Virmaux · Ludovic Dos Santos · Sofian Chaybouti |
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Poster
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Mildly Conservative Q-Learning for Offline Reinforcement Learning Jiafei Lyu · Xiaoteng Ma · Xiu Li · Zongqing Lu |
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Poster
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Tue 9:00 |
Learning Robust Dynamics through Variational Sparse Gating Arnav Kumar Jain · Shivakanth Sujit · Shruti Joshi · Vincent Michalski · Danijar Hafner · Samira Ebrahimi Kahou |
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Poster
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Multiagent Q-learning with Sub-Team Coordination Wenhan Huang · Kai Li · Kun Shao · Tianze Zhou · Matthew Taylor · Jun Luo · Dongge Wang · Hangyu Mao · Jianye Hao · Jun Wang · Xiaotie Deng |
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Competition
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Thu 4:50 |
Transfer Learning Award: Team SI Analytics - Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift Yeji Choi |
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Workshop
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Spectral Robustness Analysis of Deep Imitation Learning Ezgi Korkmaz |
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Workshop
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Training Equilibria in Reinforcement Learning Lauro Langosco · David Krueger · Adam Gleave |