HyperMCTS: Hypergraph-Augmented MCTS for Long-Horizon LLM Agents
cs.AI
Submitted: 2026-09-27
Updated: 2026-09-27
Project page: https://qwenlm.github.io/Qwen-Agent/en/benchmarks/deepplanning/7
Terminology
Sources
- When Does Memory Help Multi-Trajectory Inference for Tool-Use LLM Agents?
- Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
- Why Reasoning Fails to Plan: A Planning-Centric Analysis of Long-Horizon Decision Making in LLM Agents
- Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B
- A Survey on Test-Time Scaling in Large Language Models: What, How, Where, and How Well?
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