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24 Results
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Poster
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Provable General Function Class Representation Learning in Multitask Bandits and MDP Rui Lu · Andrew Zhao · Simon Du · Gao Huang |
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Workshop
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Systematic Generalization and Emergent Structures in Transformers Trained on Structured Tasks Yuxuan Li · James McClelland |
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Workshop
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Control Graph as Unified IO for Morphology-Task Generalization Hiroki Furuta · Yusuke Iwasawa · Yutaka Matsuo · Shixiang (Shane) Gu |
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Workshop
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Control Graph as Unified IO for Morphology-Task Generalization Hiroki Furuta · Yusuke Iwasawa · Yutaka Matsuo · Shixiang (Shane) Gu |
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Workshop
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Fri 9:45 |
Offline Q-learning on Diverse Multi-Task Data Both Scales And Generalizes Aviral Kumar · Rishabh Agarwal · XINYANG GENG · George Tucker · Sergey Levine |
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Workshop
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Offline Q-learning on Diverse Multi-Task Data Both Scales And Generalizes Aviral Kumar · Rishabh Agarwal · XINYANG GENG · George Tucker · Sergey Levine |
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Poster
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Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual Tasks Zhiyang Chen · Yousong Zhu · Zhaowen Li · Fan Yang · Wei Li · Haixin Wang · Chaoyang Zhao · Liwei Wu · Rui Zhao · Jinqiao Wang · Ming Tang |
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Poster
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Thu 9:00 |
Task Discovery: Finding the Tasks that Neural Networks Generalize on Andrei Atanov · Andrei Filatov · Teresa Yeo · Ajay Sohmshetty · Amir Zamir |
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Poster
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Thu 14:00 |
Improving Multi-Task Generalization via Regularizing Spurious Correlation Ziniu Hu · Zhe Zhao · Xinyang Yi · Tiansheng Yao · Lichan Hong · Yizhou Sun · Ed Chi |
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Workshop
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Investigating Multi-task Pretraining and Generalization in Reinforcement Learning Adrien Ali Taiga · Rishabh Agarwal · Jesse Farebrother · Aaron Courville · Marc Bellemare |
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Workshop
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Abstract-to-Executable Trajectory Translation for One-Shot Task Generalization Stone Tao · Xiaochen Li · Tongzhou Mu · Zhiao Huang · Yuzhe Qin · Hao Su |
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Poster
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Functional Indirection Neural Estimator for Better Out-of-distribution Generalization Kha Pham · Thai Hung Le · Man Ngo · Truyen Tran |