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386 Results
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Oral
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Mon 6:50 |
Near-optimal Policy Identification in Active Reinforcement Learning Xiang Li · Viraj Mehta · Johannes Kirschner · Ian Char · Willie Neiswanger · Jeff Schneider · Andreas Krause · Ilija Bogunovic |
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Poster
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Neural DAG Scheduling via One-Shot Priority Sampling Wonseok Jeon · Mukul Gagrani · Burak Bartan · Weiliang Zeng · Harris Teague · Piero Zappi · Christopher Lott |
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Poster
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Is Model Ensemble Necessary? Model-based RL via a Single Model with Lipschitz Regularized Value Function Ruijie Zheng · Xiyao Wang · Huazhe Xu · Furong Huang |
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Poster
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Wed 7:30 |
Simplifying Model-based RL: Learning Representations, Latent-space Models, and Policies with One Objective Raj Ghugare · Homanga Bharadhwaj · Benjamin Eysenbach · Sergey Levine · Russ Salakhutdinov |
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Poster
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Tue 2:30 |
Imitating Human Behaviour with Diffusion Models Tim Pearce · Tabish Rashid · Anssi Kanervisto · David Bignell · Mingfei Sun · Raluca Georgescu · Sergio Valcarcel Macua · Shan Zheng Tan · Ida Momennejad · Katja Hofmann · Sam Devlin |
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Poster
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Tue 2:30 |
Agent-based Graph Neural Networks Karolis Martinkus · Pál András Papp · Benedikt Schesch · Roger Wattenhofer |
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Poster
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Linear Convergence of Natural Policy Gradient Methods with Log-Linear Policies Rui Yuan · Simon Du · Robert M. Gower · Alessandro Lazaric · Lin Xiao |
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Poster
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Tue 7:30 |
A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games Samuel Sokota · Ryan D'Orazio · Zico Kolter · Nicolas Loizou · Marc Lanctot · Ioannis Mitliagkas · Noam Brown · Christian Kroer |
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Workshop
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Thu 4:00 |
Principled Reinforcement Learning with Human Feedback from Pairwise or K-wise Comparisons Banghua Zhu · Jiantao Jiao · Michael Jordan |
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Poster
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Deep Reinforcement Learning for Cost-Effective Medical Diagnosis Zheng Yu · Yikuan Li · Joseph Kim · Kaixuan Huang · Yuan Luo · Mengdi Wang |
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Poster
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Hyper-Decision Transformer for Efficient Online Policy Adaptation Mengdi Xu · Yuchen Lu · Yikang Shen · Shun Zhang · DING ZHAO · Chuang Gan |
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Poster
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Mon 2:30 |
Interaction-Based Disentanglement of Entities for Object-Centric World Models Akihiro Nakano · Masahiro Suzuki · Yutaka Matsuo |