UIUC / Multiple Institutions · Survey & Overview
Agentic Reasoning Survey
Comprehensive survey on LLMs as autonomous agents capable of planning, acting, and learning. Organizes agentic reasoning into three layers: foundational capabilities, self-improvement via feedback, and multi-agent collaboration.
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