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13 Results
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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 |
Keynote: Tree Search for Language Model Agents Ruslan Salakhutdinov |
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Poster
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Thu 16:30 |
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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Sun 9:50 |
Lightning Talk: Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning |
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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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Wed 16:30 |
Speculative Monte-Carlo Tree Search Scott Cheng · Mahmut T Kandemir · Ding-Yong Hong |
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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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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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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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Poster
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Fri 11:00 |
ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search Dan Zhang · Sining Zhoubian · Ziniu Hu · Yisong Yue · Yuxiao Dong · Jie Tang |
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Workshop
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VerMCTS: Synthesizing Multi-Step Programs using a Verifier, a Large Language Model, and Tree Search David Brandfonbrener · Simon Henniger · Sibi Raja · Tarun Prasad · Chloe Loughridge · Federico Cassano · Sabrina Hu · Jianang Yang · William Byrd · Robert Zinkov · Nada Amin |