安克创新具身智能-RL双足运控实习生
校招全职地点:深圳状态:招聘
任职要求
1.硕士及以上学历在读,计算机、人工智能、机器人、自动化、控制工程等相关专业,2027年及以后毕业优先 2.深刻理解强化学习核心算法(PPO、SAC等),熟悉 Actor-Critic 架构及其在连续控制任务中的应用 3.熟练掌握 Isaac Gym/Isaac Lab 等机器人仿真平台,具备从环境搭建到策略训练的全流程经验 4.精通 Python 与 PyTorch,具备分布式训练与并行仿真经验 5.具备扎实的机器人运动学与动力学基础 6.具备较强的论文阅读与复…
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工作职责
安克实习生项目是面向正式校招岗位的人才培养与选拔通道。实习期间将按照校招标准进行系统的培养与综合评估,表现优秀者可直接获得校招转正机会,提前锁定正式校招席位。我们以严肃、长期的视角对待每一位实习生,也期待与你共同成长。 【你将参与】 1.基于强化学习(PPO/SAC等)设计并训练双足/人形机器人的运动控制策略,覆盖站立、行走、转向、上下坡、抗扰动等基础运动能力 2.在 Isaac Gym/Isaac Lab/MuJoCo 等仿真平台搭建大规模并行训练环境,完成从环境搭建、策略训练到性能评估的完整闭环 3.负责仿真策略到真实机器人平台的 Sim2Real 迁移,定位真机部署中的抖动、步态异常、响应滞后等问题并解决 4.设计并优化奖励函数(速度跟踪、姿态稳定、能耗效率、足端轨迹平滑等),提升策略自然度和鲁棒性 5.跟踪前沿论文(RSS/ICRA/IROS/CoRL等),探索RL locomotion 新范式
包括英文材料
学历+
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/
Gymnasium+
https://gymnasium.farama.org/index.html
An API standard for reinforcement learning with a diverse collection of reference environments
https://www.youtube.com/watch?v=FvuyrpzvwdI
Learn to use Gymnasium for Python, which allows you to create environments to run reinforcement learning programs against in Python.
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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