Severity-Aware Preference Training Framework for Constraint-Satisfying AI Planners with Minimal-Edit Supervision

Rabimba Karanjai Jan 1, 2026
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Abstract

A novel preference optimization framework for improving LLM planning under real-world constraints, using minimal-edit supervision signals.

Type Publication
Venue Patent Pending (PayPal)
Date Jan 2026
Patent LLMs Preference Optimization Planning
Patent LLMs Preference Optimization Planning