夸克GUI/Browser-Use Agent算法
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…
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。

1. 结合业务需求,负责研发高效可靠的Agent开发引擎,以支持多样化的AI创新应用场景; 2. 设计开发agent运行时服务,支撑 Agent服务高效运行、任务调度、状态监控,以及跨系统Agent高性能通信等; 3. 设计开发端/云AI能力协同方案,支持MCP/A2A/Skills等,支持端云统一多模态模型和数据服务,实现端侧与云侧AI能力的高效协同; 4. 设计开发上下文感知引擎 ,实现AI对环境、场景及用户操作的精准感知和用户意图识别; 5. 与团队成员紧密合作,开发核心系统Agent(Browser Use Agent和GUI Agent),支持AI Agent应用开发和优化,满足性能、安全性和可扩展性的需求; 6. 关注业界最新技术动态和发展趋势,探索新技术在产品中的应用可能性。
The Role Tesla is expanding the Infotainment Applications software team! We’re responsible for building in-car user interfaces, productivity applications (phone, calendar, browser), entertainment (media streaming and video games), autopilot visualization, and our mobile application. This team's work is front and center of Tesla’s vehicle fleet, with millions of customers around the world experiencing and interacting with their software as the primary interface to the vehicle. We are looking for highly motivated frontend software students to help create, develop, and evolve Tesla’s in-vehicle customer experiences. Come join us and take our products to the next level! Responsibilities • Maps & Navigation: Ever wish you could type in an address and have your car drive you there? The Maps and Navigation team works to make this dream a reality! Tesla vehicles can not only navigate on Autopilot, but will one day reach full autonomy. Join a team of engineers responsible for mapping the world around us and bringing the car to life. • Media: The Media team is responsible for bringing unique in-car experiences such as Netflix, Youtube and Spotify to our fleet. We design and build scalable, high-availability systems and APIs for Tesla vehicles. Interns on this team will help ensure that Tesla vehicles are one of the most fun and engaging products to use in the world! • Vehicle UI: As a Software Engineer Intern working on Vehicle-UI Development and Integration, you will be responsible for building in-car user interfaces to operate the vehicle's cutting-edge systems. You will work on a cross-functional team to implement and deliver user interfaces focused on the car's physical subsystems including HVAC, body controls, drive systems, charging, and more. You will utilize fundamental knowledge of mechanical and electrical systems and work with designers to create elegant and intuitive vehicle controls. • Video Games: Tesla strives to make its cars the most fun possible and what better way than by incorporating video games to the in-car experiences! Interns on this team will have an incredibly rare opportunity to help build a gaming platform that would rival that of any console. Much of this is uncharted territory, having never been seen or done before. We want to work with people who are excited by this goal and have the talent to deliver on it.
THE ROLE Tesla is expanding the Infotainment Applications software team! We’re responsible for building in-car user interfaces, productivity applications (phone, calendar, browser), entertainment (media streaming and video games), autopilot visualization, and our mobile application. This team's work is front and center of Tesla’s vehicle fleet, with millions of customers around the world experiencing and interacting with their software as the primary interface to the vehicle. We are looking for highly motivated frontend software students to help create, develop, and evolve Tesla’s in-vehicle customer experiences. Come join us and take our products to the next level! RESPONSIBILITY • Maps & Navigation: Ever wish you could type in an address and have your car drive you there? The Maps and Navigation team works to make this dream a reality! Tesla vehicles can not only navigate on Autopilot, but will one day reach full autonomy. Join a team of engineers responsible for mapping the world around us and bringing the car to life. • Media: The Media team is responsible for bringing unique in-car experiences such as Netflix, Youtube and Spotify to our fleet. We design and build scalable, high-availability systems and APIs for Tesla vehicles. Interns on this team will help ensure that Tesla vehicles are one of the most fun and engaging products to use in the world! • Vehicle UI: As a Software Engineer Intern working on Vehicle-UI Development and Integration, you will be responsible for building in-car user interfaces to operate the vehicle's cutting-edge systems. You will work on a cross-functional team to implement and deliver user interfaces focused on the car's physical subsystems including HVAC, body controls, drive systems, charging, and more. You will utilize fundamental knowledge of mechanical and electrical systems and work with designers to create elegant and intuitive vehicle controls. • Video Games: Tesla strives to make its cars the most fun possible and what better way than by incorporating video games to the in-car experiences! Interns on this team will have an incredibly rare opportunity to help build a gaming platform that would rival that of any console. Much of this is uncharted territory, having never been seen or done before. We want to work with people who are excited by this goal and have the talent to deliver on it.