Wide-Horizon Thinking and Simulation-Based Evaluation for Real-World LLM Planning with Multifaceted Constraints

NeurIPSSpotlight2025

Authors
Dongjie Yang, Chengqiang Lu, Qimeng Wang, Xinbei Ma, Yan Gao, Yao Hu, hai zhao
Venue
NeurIPS 2025
Track
Spotlight

TL;DR

Unlike reasoning, which often entails a deep sequence of deductive steps, complex real-world planning is characterized by the need to synthesize a broad spectrum of parallel and potentially conflictin…

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Topics

evaluation reasoning planning llm

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