Tag: Decision Making

All the articles with the tag "Decision Making".

• VLM Q-Learning: Aligning Vision-Language Models for Interactive Decision-Making

  Published: 9 May, 2025 |  at  11:08 AM

  

  70.12 🤔

  This paper introduces VLM Q-Learning, an offline-to-online reinforcement learning method that fine-tunes Vision-Language Models for interactive decision-making by filtering suboptimal actions with a critic head, achieving significant performance improvements over supervised fine-tuning across multiple multimodal agent tasks.

• When2Call: When (not) to Call Tools

  Published: 6 May, 2025 |  at  11:16 PM

  

  66.07 🤔

  本文提出When2Call基准，通过多选格式评估语言模型在工具调用决策上的表现，并通过偏好优化（RPO）训练方法显著提升模型在何时调用工具及何时保守行为之间的平衡能力。