
禅游科技游戏AI算法实习生
实习兼职技术类地点:深圳状态:招聘
任职要求
1. 计算机、人工智能、数学、统计学或相关专业在读本科/硕士研究生; 2. 对机器学习、深度学习、强化学习或搜索算法有一定了解; 3. 熟悉至少一种编程语言,如 Python / C++,具备良好的编码习惯; 4. 对博弈类问题、决策优化、概率推理有兴趣,热爱棋牌游戏或策略游戏; 5. 具备良好的逻辑分析能力、学习能力和团队协作能力。 加分项 1. …
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工作职责
1. 参与棋牌游戏AI相关算法的研发与优化,包括但不限于斗地主、麻将、象棋、围棋等策略类游戏; 2. 协助设计和实现博弈决策、策略搜索、强化学习、模仿学习等算法; 3. 参与游戏对局数据分析,挖掘玩家行为特征,支持AI策略迭代优化; 4. 协助构建AI训练流程,包括数据处理、特征工程、模型训练、评估与调参; 5. 参与AI对战系统、自动化测试环境及仿真平台的开发与维护; 6. 跟进算法效果在实际游戏中的表现,协助进行性能优化与线上问题排查; 7. 与客户端、服务器及策划团队协作,推动AI能力在产品中的落地。
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.
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/
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.
还有更多 •••