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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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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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Rewarding Episodic Visitation Discrepancy for Exploration in Reinforcement Learning Mingqi Yuan · Bo Li · Xin Jin · Wenjun Zeng |
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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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Tue 14:00 |
Enhanced Meta Reinforcement Learning via Demonstrations in Sparse Reward Environments Desik Rengarajan · Sapana Chaudhary · Jaewon Kim · Dileep Kalathil · Srinivas Shakkottai |
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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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Tue 14:00 |
Incrementality Bidding via Reinforcement Learning under Mixed and Delayed Rewards Ashwinkumar Badanidiyuru Varadaraja · Zhe Feng · Tianxi Li · Haifeng Xu |
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Workshop
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Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-Oriented Dialogue Systems Yihao Feng · Shentao Yang · Shujian Zhang · Jianguo Zhang · Caiming Xiong · Mingyuan Zhou · Huan Wang |
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Workshop
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Rewards Encoding Environment Dynamics Improves Preference-based Reinforcement Learning Katherine Metcalf · Miguel Sarabia · Barry-John Theobald |
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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 |
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Workshop
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Constrained Imitation Q-learning with Earth Mover’s Distance reward WENYAN Yang · Nataliya Strokina · Joni Pajarinen · Joni-kristian Kamarainen |
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Poster
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Thu 9:00 |
Provably Feedback-Efficient Reinforcement Learning via Active Reward Learning Dingwen Kong · Lin Yang |