Autonomous agents

A Survey on Large Language Model based Autonomous Agents

A comprehensive survey on large language model (LLM)-based autonomous agents, including their architecture design, application domains, and evaluation strategies.

by Chen Ma

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.

by Chenhui Zhang

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