Tang, Chengpei

HiVA: Self-organized Hierarchical Variable Agent via Goal-driven Semantic-Topological Evolution

2025 · arXiv (Cornell University)

Autonomous agents play a crucial role in advancing Artificial General Intelligence, enabling problem decomposition and tool orchestration through Large Language Models (LLMs). However, existing paradigms face a critical trade-off. On one hand, reusable fixed workflows …