Paitesanshi/LLM-Agent-Survey
A published survey paper reviewing LLM-based autonomous agents, their components, applications across scientific domains, and evaluation methods.
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This repository hosts the first published survey paper in the field of LLM-based autonomous agents, accepted by Frontiers of Computer Science. The survey systematically examines essential agent components including profile, memory, planning, and action modules. It further reviews applications of LLM-based agents across natural sciences, social sciences, and engineering, and discusses both subjective and objective evaluation strategies for the field.
Frequently asked
- What is Paitesanshi/LLM-Agent-Survey?
- A published survey paper reviewing LLM-based autonomous agents, their components, applications across scientific domains, and evaluation methods.
- Is LLM-Agent-Survey open source?
- Yes — Paitesanshi/LLM-Agent-Survey is an open-source project tracked on heatdrop.
- How popular is LLM-Agent-Survey?
- Paitesanshi/LLM-Agent-Survey has 2.9k stars on GitHub.
- Where can I find LLM-Agent-Survey?
- Paitesanshi/LLM-Agent-Survey is on GitHub at https://github.com/Paitesanshi/LLM-Agent-Survey.