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cs.AI2025
Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models
Fengli Xu, Qianyue Hao, Zefang Zong +17
Language has long been conceived as an essential tool for human reasoning. The breakthrough of Large Language Models (LLMs) has sparked significant research interest in leveraging…
cs.AI2024
Perceive, Reflect, and Plan: Designing LLM Agent for Goal-Directed City Navigation without Instructions
Qingbin Zeng, Qinglong Yang, Shunan Dong +4
This paper considers a scenario in city navigation: an AI agent is provided with language descriptions of the goal location with respect to some well-known landmarks; By only obser…