
地平线多模态大模型算法实习生(上海/北京/远程)
校招全职算法序列地点:北京 | 上海状态:招聘
任职要求
1、计算机、数学等相关专业在读硕士/博士; 2、具备扎实的数学和机器学习基础; 3、具有较强的编程能力、英文文献阅读能力、自我学习能力; 4、实习时间6个月以上,自我驱动,针对某一个方向独立深入研究,或参与主版本迭代。 加分项: 1) 有VLM、强化学习相关项目经验…
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工作职责
探索自动驾驶多模态大模型的基础模型架构和训练范式,基于数据闭环提升VLM的时空理解能力,基于3DGS/世界模型等技术构建大规模强化学习闭环训练框架,提升数据效率、训练效率、稳定性、场景泛化性,推动VLM和强化学习在物理世界的落地应用。
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.
强化学习+
https://cloud.google.com/discover/what-is-reinforcement-learning?hl=en
Reinforcement learning (RL) is a type of machine learning where an "agent" learns optimal behavior through interaction with its environment.
https://huggingface.co/learn/deep-rl-course/unit0/introduction
This course will teach you about Deep Reinforcement Learning from beginner to expert. It’s completely free and open-source!
https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning
Build your own video game bots, using classic and cutting-edge algorithms.
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.
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.
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