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Poster
Wed 2:30 LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning
David Mguni · Taher Jafferjee · Jianhong Wang · Nicolas Perez-Nieves · Oliver Slumbers · Feifei Tong · · Jiangcheng Zhu · Yaodong Yang · Jun Wang
Spotlight
Thu 2:30 Near-Optimal Reward-Free Exploration for Linear Mixture MDPs with Plug-in Solver
Xiaoyu Chen · Jiachen Hu · Lin Yang · Liwei Wang
Spotlight
Mon 10:30 Exploring the Limits of Large Scale Pre-training
Samira Abnar · Mostafa Dehghani · Behnam Neyshabur · Hanie Sedghi
Poster
Wed 10:30 Reward Uncertainty for Exploration in Preference-based Reinforcement Learning
Xinran Liang · Katherine Shu · Kimin Lee · Pieter Abbeel
Workshop
Learning Meta Representations for Agents in Multi-Agent Reinforcement Learning
Shenao Zhang · Li Shen · Lei Han · Li Shen
Workshop
An Exploration of Learnt Representations of W Jets
Jack Collins
Workshop
ChemSpacE: Toward Steerable and Interpretable Chemical Space Exploration
Yuanqi Du · Xian Liu · Shengchao Liu · Jieyu Zhang · Bolei Zhou
Poster
Wed 18:30 Exploring extreme parameter compression for pre-trained language models
Wang Benyou · Yuxin Ren · Lifeng Shang · Xin Jiang · Qun Liu
Poster
Thu 10:30 Anti-Concentrated Confidence Bonuses For Scalable Exploration
Jordan Ash · Cyril Zhang · Surbhi Goel · Akshay Krishnamurthy · Sham M Kakade
Poster
Thu 10:30 Multi-Stage Episodic Control for Strategic Exploration in Text Games
Jens Tuyls · Shunyu Yao · Sham M Kakade · Karthik Narasimhan
Poster
Wed 10:30 HyperDQN: A Randomized Exploration Method for Deep Reinforcement Learning
Ziniu Li · Yingru Li · Yushun Zhang · Tong Zhang · Zhi-Quan Luo