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Liam Collins — most-cited papers & profile · Reinforcement Learning
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Liam Collins
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36
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Oak Ridge National Laboratory · Snap (United States) · Center for Nanophase Materials Sciences
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Most-cited papers
CoSearch: Joint Training of Reasoning and Document Ranking via Reinforcement Learning for Agentic Search
2026
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Bhuvesh Kumar
· 1
Hamed Zamani
· 1
Hansi Zeng
· 1
Neil Shah
· 1
Topics
Model-Based RL
Policy Gradient
Value-Based