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Workshop
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Graph Neural Networks Uncover Geometric Neural Representations in Reinforcement-Based Motor Learning
Federico Nardi · Jinpei Han · Shlomi Haar · Aldo Faisal
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Poster
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Thu 11:00
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DynaMITE-RL: A Dynamic Model for Improved Temporal Meta-Reinforcement Learning
Anthony Liang · Guy Tennenholtz · Chih-wei Hsu · Yinlam Chow · Erdem Bıyık · Craig Boutilier
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Poster
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Wed 16:30
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REBORN: Reinforcement-Learned Boundary Segmentation with Iterative Training for Unsupervised ASR
Liang-Hsuan Tseng · En-Pei Hu · Cheng-Han Chiang · Yuan Tseng · Hung-yi Lee · Lin-shan Lee · Shao-Hua Sun
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Poster
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Wed 16:30
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Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning
Lanqing Li · Hai Zhang · Xinyu Zhang · Shatong Zhu · Yang YU · Junqiao Zhao · Pheng-Ann Heng
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Workshop
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Learning Bayes-Optimal Representation in Partially Observable Environments via Meta-Reinforcement Learning with Predictive Coding
Po-Chen Kuo · Han Hou · Will Dabney · Edgar Walker
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Workshop
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Thermal and Energy Management with Fan Control Through Offline Meta-Reinforcement Learning
Shao-Yu Yen · Yen Lai · Fu-Chieh Chang · Pei-Yuan Wu
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Poster
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Fri 11:00
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XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX
Alexander Nikulin · Vladislav Kurenkov · Ilya Zisman · Artem Agarkov · Viacheslav Sinii · Sergey Kolesnikov
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Poster
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Fri 11:00
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Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator
Siyuan Xu · Minghui Zhu
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Poster
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Fri 11:00
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AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers
Jake Grigsby · Justin Sasek · Samyak Parajuli · Ikechukwu D. Adebi · Amy Zhang · Yuke Zhu
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Affinity Event
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Variational Inequality Optimizers for Multi-Agent Reinforcement Learning
Baraah Adil Mohammed Sidahmed · Tatjana Chavdarova
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Poster
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Thu 11:00
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How to Solve Contextual Goal-Oriented Problems with Offline Datasets?
Ying Fan · Jingling Li · Adith Swaminathan · Aditya Modi · Ching-An Cheng
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Tutorial
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Tue 13:30
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Generating Programmatic Solutions: Algorithms and Applications of Programmatic Reinforcement Learning and Code Generation
Levi Lelis · Xinyun Chen · Shao-Hua Sun
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