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14 Results
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Poster
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Tue 9:00 |
Active Exploration for Inverse Reinforcement Learning David Lindner · Andreas Krause · Giorgia Ramponi |
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Workshop
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GramML: Exploring Context-Free Grammars with Model-Free Reinforcement Learning Hernan C. Vazquez · Jorge Sanchez · Rafael Carrascosa |
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Poster
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Wed 9:00 |
On the Statistical Efficiency of Reward-Free Exploration in Non-Linear RL Jinglin Chen · Aditya Modi · Akshay Krishnamurthy · Nan Jiang · Alekh Agarwal |
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Poster
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Thu 9:00 |
Learning General World Models in a Handful of Reward-Free Deployments Yingchen Xu · Jack Parker-Holder · Aldo Pacchiano · Philip Ball · Oleh Rybkin · S Roberts · Tim Rocktäschel · Edward Grefenstette |
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Poster
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Wed 14:00 |
Exploring evolution-aware & -free protein language models as protein function predictors Mingyang Hu · Fajie Yuan · Kevin Yang · Fusong Ju · Jin Su · Hui Wang · Fei Yang · Qiuyang Ding |
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Workshop
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Near-Optimal Deployment Efficiency in Reward-Free Reinforcement Learning with Linear Function Approximation Dan Qiao · Yu-Xiang Wang |
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Workshop
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Rewarding Episodic Visitation Discrepancy for Exploration in Reinforcement Learning Mingqi Yuan · Bo Li · Xin Jin · Wenjun Zeng |
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Workshop
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Learning Exploration Policies with View-based Intrinsic Rewards Yijie Guo · Yao Fu · Run Peng · Honglak Lee |
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Poster
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Thu 9:00 |
Exploration-Guided Reward Shaping for Reinforcement Learning under Sparse Rewards Rati Devidze · Parameswaran Kamalaruban · Adish Singla |
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Poster
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Thu 14:00 |
Redeeming intrinsic rewards via constrained optimization Eric Chen · Zhang-Wei Hong · Joni Pajarinen · Pulkit Agrawal |
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Poster
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Wed 14:00 |
Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping Hao Sun · Lei Han · Rui Yang · Xiaoteng Ma · Jian Guo · Bolei Zhou |
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Poster
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Tue 9:00 |
LECO: Learnable Episodic Count for Task-Specific Intrinsic Reward Daejin Jo · Sungwoong Kim · Daniel Nam · Taehwan Kwon · Seungeun Rho · Jongmin Kim · Donghoon Lee |