Do You Really Need To Pretrain Q Functions For Onl

---
name: do-you-really-need-to-pretrain-q-functions-for-onl
description: Do You Really Need to Pretrain Q-Functions for Online RL Fine-Tuning?
version: 1.0.0
date: 2026-07-30
arxiv_id: 2607.27203
tags: ["arxiv", "research", "paper", "other"]
activation_keywords: ["do", "you", "really", "need", "to"]
---

# Do You Really Need to Pretrain Q-Functions for Online RL Fine-Tuning?

**arXiv ID:** 2607.27203
**Utility Score:** 0.90
**Authors:** Perry Dong, Ron Polonsky, Dorsa Sadigh
**URL:** https://arxiv.org/abs/2607.27203

## 概述

Do You Really Need to Pretrain Q-Functions for Online RL Fine-Tuning?

这是一篇来自 arXiv 的高价值论文（utility score: 0.90），通过自动追踪系统识别。

## 核心创新

*待研究论文内容后填写*

## 应用场景

*待研究论文内容后填写*

## 实现要点

*待研究论文内容后填写*

## 参考资源

- [arXiv论文](https://arxiv.org/abs/2607.27203)