阿里巴巴数据技术及产品部-大模型评测算法-世界模型(World Model)方向
社招全职5年以上技术类-算法地点:北京 | 杭州状态:招聘
工作描述
任职要求 1. 硕士及以上,计算机视觉 / 机器学习 / 机器人等相关专业;3 年以上大模型相关研发经验,或具备高质量论文 / 开源成果(不唯年限,重在深度)。 2. 熟悉世界模型 / 视频生成 / 视频预测 / 具身智能相关技术(diffusion、autoregressive video、latent dynamics model、video tokenizer、VLA 等),了解 Cosmos / GameNGen / Genie 类世界模型的思路。 3. 理解物理仿真与强化学习环境(MuJoCo、Isaac 及各类 game / robotics 仿真),能支撑生成式环境合成。 4. 熟悉视觉 / 视频质量指标(FVD、PSNR、SSIM 等)及其局限(视觉指标无法反映物理理解),能设计更贴合"世界模型有效性"的物理与功能性评测(对标 Physics-…
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包括英文材料
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.
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.
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
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.
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