心动游戏 AI / 强化学习算法实习生
实习兼职技术大类地点:上海状态:招聘
工作描述
任职要求 1、计算机、人工智能、机器学习、应用数学等相关专业本科及以上在读,能够保证稳定的实习时间; 2、具备良好的机器学习、深度学习和强化学习基础,了解 PPO、Actor-Critic、GAE、策略梯度等基本方法; 3、熟悉 Python,具备良好的数据结构、算法和软件工程基础,能够阅读、调试和维护现有代码; 4、有模型训练或相关课程、科研、竞赛及个人项目经验,能够使…
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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.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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.
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文,免费,零起点,完整示例,基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
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- 计算机和机器学习等相关专业硕士及以上学历; - 熟悉python, pytorch开发,有大规模强化学习训练经验优先; - 有AI bot投放/难度调整等落地实践经验者优先; - 有一定的强化学习
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