XPENG

空间智能Agent算法实习生

XPENG  •  Onsite  •  6 days ago
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Job Description

空间智能Agent算法实习生广州、上海实习研发 - 算法27届AI人才专项计划(实习生专场)职位描述岗位概述
协助研发面向空间智能的大模型Agent系统,重点探索Auto Research(自动研究/主动学习)机制,通过智能体自主探索、假设验证与策略迭代,提升三维场景重建、视频生成等任务的感知质量与几何精度。
岗位职责
1、协助设计面向场景重建与视频生成的Auto Research智能体框架,支持自动识别重建质量瓶颈、提出优化策略并执行验证;
2、 配合实现主动采样策略(如不确定性引导的视角选择)、重建误差分析与参数自适应调整模块,提升重建完整度与细节保真度;
3、对接三维表征(如NeRF、3D高斯溅射、深度图)与生成模型,驱动智能体自动开展对比实验、参数搜索与反馈闭环;
4、参与功能测试与效果评估,在标准重建数据集与自建视频序列上验证Auto Research对重建指标(PSNR、LPIPS、Chamfer距离)的提升效果;
5、跟进空间智能、主动学习、自动化机器学习(AutoML) 前沿技术,协助完成文档沉淀与模块落地。职位要求1、本科及以上在读,人工智能、计算机、计算机视觉、机器学习等相关专业;
2、了解大模型与Agent基础架构,对三维重建、视频生成、自动优化机制有浓厚兴趣;
3、熟练使用Python及PyTorch/TensorFlow,具备实验设计与结果分析能力;
4、学习能力强,逻辑清晰,具备良好协作与落地执行力。
加分项
1、 熟悉NeRF、3D Gaussian Splatting、MVS、立体匹配或视频生成模型,有重建质量调优经验;
2、了解主动学习、贝叶斯优化、AutoML或超参搜索策略;
3、有智能体(Agent)项目实践,特别是用于自动实验、自动调优或科研自动化方向的经验。 投递
XPENG

About XPENG

XPeng is a leading Chinese Smart EV company that designs, develops, manufactures, and markets Smart EVs that appeal to the large and growing base of technology-savvy middle-class consumers. Its mission is to drive Smart EV transformation with technology and data, shaping the mobility experience of the future. In order to optimize its customers’ mobility experience, XPeng develops in-house its full-stack advanced driver-assistance system technology and in-car intelligent operating system, as well as core vehicle systems including powertrain and the electrical/electronic architecture. XPeng is headquartered in Guangzhou, China. In 2021, the Company established its European headquarters in Amsterdam, along with other dedicated offices in Copenhagen, Munich, Oslo, and Stockholm.The Company’s Smart EVs are mainly manufactured at its plant in Zhaoqing and Guangzhou,Guangdong province.

For more information, please visit https://heyxpeng.com.

Industry
Automotive & Mobility
Company Size
1,001-5,000 employees
Headquarters
Guangzhou, CN
Year Founded
2014
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