理想汽车【理想+】人形机器人算法研究员-具身大脑-北京
校招全职算法地点:北京状态:招聘
工作描述
任职要求 1. 教育背景:国内外顶尖高校机器人、人工智能、计算机科学、自动化、控制理论与工程等相关专业应届博士,具备扎实的数学功底(数值优化、概率论、线性代数)和深厚的机器学习理论功底; 2. 科研与论文:在具身智能、机器人学、计算机视觉或自然语言处理等相关领域的顶级会议(如CoRL、RSS、CVPR、ICCV、ECCV、NeurIPS、ICML、ICRA、IROS)或顶级期刊(如T-RO、IJRR、TPAMI、T-PAMI)上发表过高质量论文,具备突出的创新研究能力; 3. 模型与算法:深入理解Transformer、Diffusion Models、多模态预训练、强化学习、模仿学习等核心算法原理,具备从零构建或深度优化大模型的经验;熟悉模型量化、剪枝、蒸馏等端侧部署优化技术者优先; 4. 系统与开发能力:具备卓越的编程能力,精通Python和C++,熟练掌握PyTorch/TensorFlow等主流深度学习框架;具备复杂的机器人系统(包括感知、规划、控制)的仿真或实际开发经验,熟悉R…
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包括英文材料
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
OpenCV+
https://learnopencv.com/getting-started-with-opencv/
At LearnOpenCV we are on a mission to educate the global workforce in computer vision and AI.
https://opencv.org/university/free-opencv-course/
This free OpenCV course will teach you how to manipulate images and videos, and detect objects and faces, among other exciting topics in just about 3 hours.
NLP+
https://www.youtube.com/watch?v=fNxaJsNG3-s&list=PLQY2H8rRoyvzDbLUZkbudP-MFQZwNmU4S
Welcome to Zero to Hero for Natural Language Processing using TensorFlow!
https://www.youtube.com/watch?v=R-AG4-qZs1A&list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
Natural Language Processing tutorial for beginners series in Python.
https://www.youtube.com/watch?v=rmVRLeJRkl4&list=PLoROMvodv4rMFqRtEuo6SGjY4XbRIVRd4
The foundations of the effective modern methods for deep learning applied to NLP.
CVPR+
https://cvpr.thecvf.com/
ICCV+
https://iccv.thecvf.com/
ICCV is the premier international computer vision event comprising the main conference and several co-located workshops and tutorials.
ECCV+
https://eccv.ecva.net/
ECCV is the official event under the European Computer Vision Association and is biannual on even numbered years.
NeurIPS+
https://neurips.cc/
ICML+
https://icml.cc/
TPAMI+
https://www.computer.org/csdl/journal/tp
IEEE Transactions on Pattern Analysis and Machine Intelligence is a leader in artificial intelligence.
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
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北京