nlp:autonomous_language_agents
Table of Contents
Autonomous Language Agents
LLM agents, etc.
Overviews
- See the related work of Chen 2023 for a nice overview.
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- LLM Agent Survey (github) - from the above survey, continuously updated
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- LLM Agent Survey (github) - from the above survey, continuously updated
- Architectures
- Memory Architectures
- Multi-Agents
- Applications
- GUI Agents
- Personal Agents
Papers
- Key Method Papers
- Yao et al 2022 - ReAct: Synergizing Reasoning and Acting in Language Models - The basis of LangChain. See the Webshop experiments section 4 and appendix D.3.
- Chen et al 2023 - FireAct: Toward Language Agent Fine-tuning Fine-tunes the LLM agent
- Tool Use and Agent Skills
- “Agent Skills are instructions, scripts, and resources that agents can discover and use to do things more accurately and efficiently” (from here)
- Claude - Agent Skills (I believe “agent skills” was introduced in Claude)
- Software Engineering (SWE) Agents
- See also Software Engineering
- Web Agents
- Mobile UI Agents
- OS Agents
Multi-Agents
People
Related Pages
nlp/autonomous_language_agents.txt · Last modified: 2026/03/05 00:02 by jmflanig