Hybrid Reasoning Agents
- View PDF HTML (experimental) Abstract:How can we build an agent that thinks beyond human language, yet still acts through it in the external environment?
- Modern LLM agents still reason and interact through text, while latent reasoning offers an efficient internal medium but lacks native tool access and reasoning transparency.
- We bridge these two directions with Hybrid Reasoning Agents (HybridAgents), which dynamically navigate between latent reasoning and text-based interaction throughout a unified generation process.
Unverified
- View PDF HTML (experimental) Abstract:How can we build an agent that thinks beyond human language, yet still acts through it in the external environment?
- Modern LLM agents still reason and interact through text, while latent reasoning offers an efficient internal medium but lacks native tool access and reasoning transparency.
- We bridge these two directions with Hybrid Reasoning Agents (HybridAgents), which dynamically navigate between latent reasoning and text-based interaction throughout a unified generation process.
Sources: Arxiv