Long-Horizon Plan Execution in Large Tool Spaces through Entropy-Guided Branching
arXiv:2604.12126v1 Announce Type: new
Abstract: Large Language Models (LLMs) have significantly advanced tool-augmented agents, enabling autonomous reasoning via API interactions. However, executing multi-step tasks within massive tool libraries remai…