Autonomous agents

LLM Powered Autonomous Agents

Lilian Wenglilianweng.github.io

A Survey on Large Language Model based Autonomous Agents

The paper surveys large language model-based autonomous agents, discussing their construction, applications across various domains, and evaluation strategies, while proposing a unified framework and identifying future research directions.

arxiv.org

Autonomous Agents & Agent Simulations

LangChainblog.langchain.dev
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AgentBench: Evaluating LLMs as Agents

Evaluating Large Language Models (LLMs) as agents in interactive environments, highlighting the performance gap between API-based and open-source models, and introducing the AgentBench benchmark.

arxiv.org

DDarren LI

Autonomous Agents Directory

mattprd.com
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The Anatomy of Autonomy: Why Agents are the next AI Killer App after ChatGPT

swyxlatent.space
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AI and the Automation of Work

Benedict Evansben-evans.com
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