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29 Results
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Workshop
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Fri 12:50 |
#28: Canonical Design for Language Agents using Natural Language Reward Models Silviu Pitis · Ziang Xiao · Alessandro Sordoni |
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Workshop
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Eureka: Human-Level Reward Design via Coding Large Language Models Jason Ma · William Liang · Guanzhi Wang · De-An Huang · Osbert Bastani · Dinesh Jayaraman · Yuke Zhu · Linxi Fan · Animashree Anandkumar |
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Workshop
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Eureka: Human-Level Reward Design via Coding Large Language Models Jason Ma · William Liang · Guanzhi Wang · De-An Huang · Osbert Bastani · Dinesh Jayaraman · Yuke Zhu · Linxi Fan · Animashree Anandkumar |
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Workshop
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Reward Model Ensembles Help Mitigate Overoptimization Thomas Coste · Usman Anwar · Robert Kirk · David Krueger |
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Workshop
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Vision-Language Models are Zero-Shot Reward Models for Reinforcement Learning Juan Rocamonde · Victoriano Montesinos · Elvis Nava · Ethan Perez · David Lindner |
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Workshop
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Vision-Language Models are Zero-Shot Reward Models for Reinforcement Learning Juan Rocamonde · Victoriano Montesinos · Elvis Nava · Ethan Perez · David Lindner |
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Oral
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Thu 13:50 |
Direct Preference Optimization: Your Language Model is Secretly a Reward Model Rafael Rafailov · Archit Sharma · Eric Mitchell · Christopher D Manning · Stefano Ermon · Chelsea Finn |
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Poster
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Wed 8:45 |
Video Prediction Models as Rewards for Reinforcement Learning Alejandro Escontrela · Ademi Adeniji · Wilson Yan · Ajay Jain · Xue Bin Peng · Ken Goldberg · Youngwoon Lee · Danijar Hafner · Pieter Abbeel |
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Workshop
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Reward Model Underspecification in Language Model Alignment Jacob Eisenstein · Jonathan Berant · Chirag Nagpal · Alekh Agarwal · Ahmad Beirami · Alexander D'Amour · Krishnamurthy Dvijotham · Katherine Heller · Stephen Pfohl · Deepak Ramachandran |
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Poster
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Thu 15:00 |
Direct Preference Optimization: Your Language Model is Secretly a Reward Model Rafael Rafailov · Archit Sharma · Eric Mitchell · Christopher D Manning · Stefano Ermon · Chelsea Finn |
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Poster
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Thu 8:45 |
Reward-Directed Conditional Diffusion: Provable Distribution Estimation and Reward Improvement Hui Yuan · Kaixuan Huang · Chengzhuo Ni · Minshuo Chen · Mengdi Wang |
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Poster
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Tue 15:15 |
Fine-Grained Human Feedback Gives Better Rewards for Language Model Training Zeqiu Wu · Yushi Hu · Weijia Shi · Nouha Dziri · Alane Suhr · Prithviraj Ammanabrolu · Noah Smith · Mari Ostendorf · Hannaneh Hajishirzi |