arXiv 2610.18861 · cs.CL · 2026-10-13
Hybrid Reasoning Agents
Jiaru Zou, Yunzhe Qi, Sirui Chen, Federico Bianchi, Shang Zhu, Pan Lu, Jingrui He, James Zou
Stanford University
In latest · #123 Added on 2026-10-21
One-line takeaway
Hybrid Reasoning Agents switch dynamically between latent reasoning and text interaction, combining efficiency with tool access.
混合推理 Agent 在潜空间推理和文本交互之间动态切换，兼顾效率与工具调用。
Read on arXiv PDF Hugging Face discussion Code
Topics & disciplines
More on Reasoning
- LEV: Thinking Fast and Deep with Looped Decision Models ▲602
- Thinking Inertia: LLMs Keep Thinking When Told Not To ▲241
- Rethinking Latent Visual Reasoning: Grounding Latent Reasoning in Visual Evidence ▲224
- Questioning the Questions: Sustaining Self-Evolution in Reasoning Models ▲85
- Improving Test-Time Scaling with Adaptive Looped Transformers ▲62
About this data
Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.
The takeaway is written by AIMap from the abstract; the abstract itself is not reproduced — read the original.