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夸克GUI/Browser-Use Agent算法

实习兼职日常实习生地点:杭州状态:招聘

任职要求


1.技术背景:具有LLM(大语言模型)、强化学习、推理模型等相关背景,熟悉主流大语言模型的算法架构。
2.对齐方法:了解Alignment领域的常用方法,包括但不限于SFT、DPO、PPO、Self-Rewarding和Self-Critic等。
3.能力要求:具备优秀分析与解决问题的能力,拥有创新思维,能…
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工作职责


1.GUI 操作Agent:结合视觉语言模型与强化学习,构建浏览器环境中感知、理解指令、并执行复杂/模糊指令的任务(如应用操作、网页浏览、数据填写)的自主智能体。
2.自主学习与策略泛化:探索Agent自主进化和学习,归纳出可泛化的操作策略与模式,持续优化并提升智能体在长尾、复杂任务中的泛化能力与最终成功率。
3.长期任务规划与执行:探索智能体如何将用户的模糊、长期目标分解为一系列具体的操作步骤,并具备在执行中进行反思、纠错和调整的能力。
4.自动化数据流构建:设计并优化用于 GUI 智能体训练的数据合成、收集、清洗和标注流程,探索从人工演示、半自动脚本到智能体自我探索的数据迭代闭环。
包括英文材料
大模型+
强化学习+
算法+
SFT+
ICPC+
还有更多 •••
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