[其他] ICML-Near-Optimal Representation Learning for Linear Bandits and Linear RL [推广有奖]

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发表于 2025-7-27 21:12:54 |AI写论文

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Near-Optimal Representation Learning for Linear Bandits and Linear RL

         Jiachen Hu * 1 Xiaoyu Chen * 1 Chi Jin 2 Lihong Li 3 Liwei Wang 1 4

         Abstract                While representation learning has achieved tremendous suc-
                              cess in a variety of applications (Bengio et al., 2013), its
This paper studies representation learning for       theoretical understanding is still limited. A widely accepted
multi-task linear bandits and mul ...