Multi-task Representation Learning for Pure Exploration in Linear Bandits

9 February 2023

Papers citing "Multi-task Representation Learning for Pure Exploration in Linear Bandits"

10 / 10 papers shown

Title
Pretraining Decision Transformers with Reward Prediction for In-Context Multi-task Structured Bandit Learning Subhojyoti Mukherjee Josiah P. Hanna Qiaomin Xie Robert Nowak 156 2 0 07 Jun 2024
Instance-optimal PAC Algorithms for Contextual Bandits Zhao Li Lillian J. Ratliff Houssam Nassif Kevin Jamieson Lalit P. Jain 38 17 0 05 Jul 2022
Provably Efficient Multi-Task Reinforcement Learning with Model Transfer Chicheng Zhang Zhi Wang OffRL 44 19 0 19 Jul 2021
Near-optimal Representation Learning for Linear Bandits and Linear RL Jiachen Hu Xiaoyu Chen Chi Jin Lihong Li Liwei Wang OffRL 85 51 0 08 Feb 2021
Impact of Representation Learning in Linear Bandits Jiaqi Yang Wei Hu Jason D. Lee S. Du 53 53 0 13 Oct 2020
Gamification of Pure Exploration for Linear Bandits Rémy Degenne Pierre Ménard Xuedong Shang Michal Valko 39 77 0 02 Jul 2020
Optimal Best-arm Identification in Linear Bandits Yassir Jedra Alexandre Proutiere 46 75 0 29 Jun 2020
Sequential Experimental Design for Transductive Linear Bandits Tanner Fiez Lalit P. Jain Kevin Jamieson Lillian J. Ratliff 48 105 0 20 Jun 2019
The Benefit of Multitask Representation Learning Andreas Maurer Massimiliano Pontil Bernardino Romera-Paredes SSL 77 375 0 23 May 2015
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 188 12,384 0 24 Jun 2012