most citedRethinking Multi-Agent Intelligence Through the Lens of Small-World Networks

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cs.MA2025

Tapas Are Free! Training-Free Adaptation of Programmatic Agents via LLM-Guided Program Synthesis in Dynamic Environments

Jinwei Hu, Yi Dong, Youcheng Sun +1

Autonomous agents in safety-critical applications must continuously adapt to dynamic conditions without compromising performance and reliability. This work introduces TAPA (Trainin…