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nlp:autonomous_language_agents

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nlp:autonomous_language_agents [2025/06/05 21:59] – [Overviews] jmflanignlp:autonomous_language_agents [2026/03/05 00:02] (current) – [Papers] jmflanig
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   * **Architectures**   * **Architectures**
     * [[https://arxiv.org/pdf/2309.02427|Sumers et al 2024 - Cognitive Architectures for Language Agents]]     * [[https://arxiv.org/pdf/2309.02427|Sumers et al 2024 - Cognitive Architectures for Language Agents]]
 +  * **Memory Architectures**
 +    * [[https://arxiv.org/pdf/2501.13956|Rasmussen et al 2025 - Zep: A Temporal Knowledge Graph Architecture for Agent Memory]]
   * **Multi-Agents**   * **Multi-Agents**
     * [[https://arxiv.org/pdf/2501.06322|Tran et al 2025 - Multi-Agent Collaboration Mechanisms: A Survey of LLMs]]     * [[https://arxiv.org/pdf/2501.06322|Tran et al 2025 - Multi-Agent Collaboration Mechanisms: A Survey of LLMs]]
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   * [[https://arxiv.org/pdf/2505.21963|Yano et al 2025 - LaMDAgent: An Autonomous Framework for Post-Training Pipeline Optimization via LLM Agents]]   * [[https://arxiv.org/pdf/2505.21963|Yano et al 2025 - LaMDAgent: An Autonomous Framework for Post-Training Pipeline Optimization via LLM Agents]]
   * [[https://arxiv.org/pdf/2505.22571|Pham et al 2025 - Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems]]   * [[https://arxiv.org/pdf/2505.22571|Pham et al 2025 - Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems]]
 +  * **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 [[https://agentskills.io/home|here]])
 +    * [[https://platform.claude.com/docs/en/agents-and-tools/agent-skills/overview|Claude - Agent Skills]] (I believe "agent skills" was introduced in Claude)
 +    * [[https://agentskills.io/home|Agent Skills (website)]]
 +    * [[https://arxiv.org/pdf/2602.12670|Li et al 2026 - SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks]]
   * **Software Engineering (SWE) Agents**   * **Software Engineering (SWE) Agents**
 +    * See also [[Software Engineering]]
     * [[https://arxiv.org/pdf/2310.06770|Jimenez et al 2023 - SWE-bench: Can Language Models Resolve Real-World GitHub Issues?]]     * [[https://arxiv.org/pdf/2310.06770|Jimenez et al 2023 - SWE-bench: Can Language Models Resolve Real-World GitHub Issues?]]
     * [[https://arxiv.org/pdf/2405.15793|Yang et al 2024 - SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering]]     * [[https://arxiv.org/pdf/2405.15793|Yang et al 2024 - SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering]]
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   * **OS Agents**   * **OS Agents**
     * [[https://arxiv.org/pdf/2402.07456|Wu et al 2024 - OS-Copilot: Towards Generalist Computer Agents with Self-Improvement]]     * [[https://arxiv.org/pdf/2402.07456|Wu et al 2024 - OS-Copilot: Towards Generalist Computer Agents with Self-Improvement]]
 +    * [[https://arxiv.org/pdf/2404.07972|Xie et al 2024 - OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments ]]
  
 ===== Multi-Agents ===== ===== Multi-Agents =====
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 ===== Related Pages ===== ===== Related Pages =====
 +  * [[ml:Computer Use Agents]]
   * [[Dialog]]   * [[Dialog]]
   * [[Language Model]]   * [[Language Model]]
   * [[Prompting]]   * [[Prompting]]
nlp/autonomous_language_agents.1749160783.txt.gz · Last modified: 2025/06/05 21:59 by jmflanig
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