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Poster
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Language-Driven Interactive Traffic Trajectory Generation
Junkai XIA · Chenxin Xu · Qingyao Xu · Yanfeng Wang · Siheng Chen
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Poster
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Fri 11:00
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Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation
Stefan Stojanovic · Yassir Jedra · Alexandre Proutiere
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Workshop
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A Language Model-Guided Framework for Mining Time Series with Distributional Shifts
Haibei Zhu · Yousef El-Laham · Elizabeth Fons · Svitlana Vyetrenko
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Poster
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Fri 11:00
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Leveraging Environment Interaction for Automated PDDL Translation and Planning with Large Language Models
Sadegh Mahdavi · Raquel Aoki · Keyi Tang · Yanshuai Cao
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Workshop
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Can language model plan in extrapolated environments?: Casestudy in textualized Gridworld
Doyoung Kim · Jongwon Lee · Jinho Park · Minjoon Seo
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Poster
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Wed 11:00
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GameTraversalBenchmark: Evaluating Planning Abilities Of Large Language Models Through Traversing 2D Game Maps
Muhammad Umair Nasir · Steven James · Julian Togelius
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Poster
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Thu 11:00
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Agent Planning with World Knowledge Model
Shuofei Qiao · Runnan Fang · Ningyu Zhang · Yuqi Zhu · Xiang Chen · Shumin Deng · Yong Jiang · Pengjun Xie · Fei Huang · Huajun Chen
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Poster
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Wed 11:00
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PhyloGen: Language Model-Enhanced Phylogenetic Inference via Graph Structure Generation
ChenRui Duan · Zelin Zang · Siyuan Li · Yongjie Xu · Stan Z. Li
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Poster
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Wed 16:30
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Parallelizing Model-based Reinforcement Learning Over the Sequence Length
Zirui Wang · Yue DENG · Junfeng Long · Yin Zhang
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Poster
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Wed 11:00
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Multi-language Diversity Benefits Autoformalization
Albert Q. Jiang · Wenda Li · Mateja Jamnik
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Workshop
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Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction Arena
Jiangjie Chen · Siyu Yuan · Rong Ye · Bodhisattwa Prasad Majumder · Kyle Richardson
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Workshop
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SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems
Patrick Emami · Zhaonan Li · Saumya Sinha · Truc Nguyen
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