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Poster
Fri 16:30 Thompson Sampling For Combinatorial Bandits: Polynomial Regret and Mismatched Sampling Paradox
Raymond Zhang · Richard Combes
Poster
Fri 16:30 Soft-Label Integration for Robust Toxicity Classification
Zelei Cheng · Xian Wu · Jiahao Yu · Shuo Han · Xin-Qiang Cai · Xinyu Xing
Poster
Wed 11:00 Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction Following
Minjong Yoo · Jinwoo Jang · Wei-Jin Park · Honguk Woo
Poster
Fri 16:30 Preference-based Pure Exploration
Apurv Shukla · Debabrota Basu
Poster
Wed 16:30 Policy Mirror Descent with Lookahead
Kimon Protopapas · Anas Barakat
Poster
Fri 16:30 Towards Diverse Device Heterogeneous Federated Learning via Task Arithmetic Knowledge Integration
Mahdi Morafah · Vyacheslav Kungurtsev · Hojin Chang · Chen Chen · Bill Lin
Poster
Wed 11:00 Graph Learning for Numeric Planning
Dillon Chen · Sylvie Thiebaux
Poster
Fri 11:00 How Does Variance Shape the Regret in Contextual Bandits?
Zeyu Jia · Jian Qian · Alexander Rakhlin · Chen-Yu Wei
Poster
Wed 16:30 Deterministic Policies for Constrained Reinforcement Learning in Polynomial Time
Jeremy McMahan
Poster
Wed 11:00 Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging
Zhenyi Lu · Chenghao Fan · Wei Wei · Xiaoye Qu · Dangyang Chen · Yu Cheng
Poster
Fri 16:30 ALPINE: Unveiling The Planning Capability of Autoregressive Learning in Language Models
Siwei Wang · Yifei Shen · Shi Feng · Haoran Sun · Shang-Hua Teng · Wei Chen
Poster
Fri 16:30 What type of inference is planning?
Miguel Lazaro-Gredilla · Li Ku · Kevin Murphy · Dileep George