HyperMCTS: Hypergraph-Augmented MCTS for Long-Horizon LLM Agents.

arXiv:2609.33920v1 Announce Type: new Abstract: Long-horizon tasks require large language model (LLM) agents to coordinate decisions under constraints that span an entire solution. Monte Carlo Tree Search (MCTS) offers a promising approach to test-time scaling