ToolTree: Efficient LLM Agent Tool Planning via Dual-Feedback Monte Carlo Tree Search and Bidirectional Pruning

arXiv:2603.12740v1 Announce Type: new Abstract: Large Language Model LLM agents are increasingly applied to complex, multistep tasks that require interaction with diverse external tools across various domains.