Plan-and-Patch
A research paper proposing the use of diffusion language models for agent planning with local repair. The core idea is that when a plan requires revision, only the affected regions are locally regenerated (patched) rather than the entire plan being discarded and rewritten from scratch.
Timeline (last 90 days)
The arXiv paper "Plan-and-Patch: Diffusion Language Models for Agentic Planning" proposes using diffusion language models to achieve agentic planning and local repair.
Plan-and-Patch is a plan-and-act framework whose core is using a diffusion language model (dLLM) to generate and repair plans.
Based on a masked-filling mechanism, diffusion models can retain prefixes and suffixes and conditionally refill excised middle segments, enabling local repair.
All Facts (3)
The arXiv paper "Plan-and-Patch: Diffusion Language Models for Agentic Planning" proposes using diffusion language models to achieve agentic planning and local repair.
50%UnverifiedPlan-and-Patch is a plan-and-act framework whose core is using a diffusion language model (dLLM) to generate and repair plans.
50%UnverifiedBased on a masked-filling mechanism, diffusion models can retain prefixes and suffixes and conditionally refill excised middle segments, enabling local repair.
50%