Automating code generation, optimizing hybrid Program-of-Thought (PoT)/Chain-of-Thought (CoT)/Tree-of-Thought (ToT) models, incorporating self-verification and self-correction, and adopting PoT into domain-specific applications like logical deduction and scientific discovery can significantly advance the capabilities of LLM-empowered Autonomous Agents.

Authors

• Person: Not available Organization: arXiv
  The Synergy of Symbolic and Connectionist AI in LLM-Empowered ...

Sources

• The Synergy of Symbolic and Connectionist AI in LLM-Empowered ... arxiv.org arXiv via serper

Referenced by nodes (3)

• chain-of-thought concept
• Tree of Thoughts concept
• LLM-powered autonomous agents concept