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autonomous_agents [2026/03/24 16:54] – Add Python code example: autonomous agent loop with goal tracking agentautonomous_agents [2026/03/24 22:12] (current) – Add References section with survey papers and project links agent
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   * **[[autogpt|AutoGPT]]**: The original viral autonomous agent (2023), now evolved into a platform with Forge framework and AgentBench benchmarks. Over 168,000 GitHub stars.   * **[[autogpt|AutoGPT]]**: The original viral autonomous agent (2023), now evolved into a platform with Forge framework and AgentBench benchmarks. Over 168,000 GitHub stars.
-  * **[[babyagi|BabyAGI]]**: Yohei Nakajima's task-driven agent that demonstrated emergent planning from under 100 lines of code, inspiring the plan-and-execute pattern.+  * **[[babyagi|BabyAGI]]**: [[https://yoheinakajima.com/task-driven-autonomous-agent-utilizing-gpt-4-pinecone-and-langchain-for-diverse-applications/|Yohei Nakajima's]] task-driven agent that demonstrated emergent planning from under 100 lines of code, inspiring the plan-and-execute pattern.
   * **[[agentgpt|AgentGPT]]**: Browser-based autonomous agent platform by Reworkd, offering no-code access to goal-driven agents.   * **[[agentgpt|AgentGPT]]**: Browser-based autonomous agent platform by Reworkd, offering no-code access to goal-driven agents.
   * **CrewAI**: Multi-agent collaboration framework with role-based crews for structured workflows like customer support, research, and software engineering.   * **CrewAI**: Multi-agent collaboration framework with role-based crews for structured workflows like customer support, research, and software engineering.
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   * Low-code platforms democratizing agent creation for non-technical users   * Low-code platforms democratizing agent creation for non-technical users
   * [[rlhf|RLHF]] and alignment techniques shaping safe agent behavior   * [[rlhf|RLHF]] and alignment techniques shaping safe agent behavior
 +
 +===== References =====
 +
 +  * [[https://arxiv.org/abs/2308.11432|Wang, L. et al. "A Survey on Large Language Model based Autonomous Agents."]] arXiv:2308.11432, 2023.
 +  * [[https://arxiv.org/abs/2309.07864|Xi, Z. et al. "The Rise and Potential of Large Language Model Based Agents: A Survey."]] arXiv:2309.07864, 2023.
 +  * [[https://arxiv.org/abs/2210.03629|Yao, S. et al. "ReAct: Synergizing Reasoning and Acting in Language Models."]] arXiv:2210.03629, 2022.
 +  * [[https://arxiv.org/abs/2309.02427|Sumers, T. et al. "Cognitive Architectures for Language Agents."]] arXiv:2309.02427, 2023.
 +  * [[https://arxiv.org/abs/2303.11366|Shinn, N. et al. "Reflexion: Language Agents with Verbal Reinforcement Learning."]] arXiv:2303.11366, 2023.
 +  * [[https://github.com/Significant-Gravitas/AutoGPT|GitHub: Significant-Gravitas/AutoGPT]] -- The original autonomous agent project (168K+ stars).
 +  * [[https://github.com/yoheinakajima/babyagi|GitHub: yoheinakajima/babyagi]] -- Task-driven autonomous agent by Yohei Nakajima.
  
 ===== See Also ===== ===== See Also =====
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