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Workshop
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Sun 9:50
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Lightning Talk: Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning
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Poster
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Wed 16:30
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Speculative Monte-Carlo Tree Search
Scott Cheng · Mahmut T Kandemir · Ding-Yong Hong
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Poster
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Thu 16:30
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Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search
Nicola Dainese · Matteo Merler · Minttu Alakuijala · Pekka Marttinen
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Workshop
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Generative Model for Synthesizing Ionizable Lipids: A Monte Carlo Tree Search Approach
Jingyi Zhao · Yuxuan Ou · Austin Tripp · Morteza Rasoulianboroujeni · José Miguel Hernández-Lobato
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Workshop
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C-MCTS: Safe Planning with Monte Carlo Tree Search
Dinesh Parthasarathy · Georgios Kontes · Axel Plinge · Christopher Mutschler
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Workshop
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Sat 8:30
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Keynote: Tree Search for Language Model Agents
Ruslan Salakhutdinov
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Workshop
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SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search
Hanwen Du · Bo Peng · Xia Ning
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Poster
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Thu 16:30
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Quadratic Quantum Variational Monte Carlo
Baiyu Su · Qiang Liu
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Poster
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Monte Carlo Tree Search based Space Transfer for Black Box Optimization
Shukuan Wang · Ke Xue · Song Lei · Xiaobin Huang · Chao Qian
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Workshop
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Fast, Precise Thompson Sampling for Bayesian Optimization
David Sweet
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Workshop
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Information Directed Tree Search: Reasoning and Planning with Language Agents
Yash Chandak · Alex Nam · Allen Nie · Jonathan Lee · Emma Brunskill
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Workshop
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Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning
Yuxi Xie · Anirudh Goyal · Wenyue Zheng · Min-Yen Kan · Timothy Lillicrap · Kenji Kawaguchi · Michael Qizhe Shieh
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