京东具身智能算法工程师
社招全职算法开发岗地点:北京状态:招聘
工作描述
任职要求 任职要求: 1、计算机、人工智能、机器人、自动化、控制等相关专业背景。 2、熟悉强化学习基本算法,如 PPO、SAC、TD3、DQN、Offline RL、RLHF/RLAIF 等。 3、熟悉机器人控制、仿真训练、策略学习或大模型后训练者优先。 4、具备 Python/PyTorch 编程能力,有良好的实验设计和工程实现能力。 5、有 Isaac Gym、MuJoCo、Genesis、ManiSkill、RoboSuite、Gymnasium 等仿真平台经验者优先。 6、在强化学习、机器人学习、控制等方向发表高水平论文或有落地经验者优先。 符合京东价值观:客户为先、创新、拼搏、担当、感恩、诚信。 工作职责 部门介…
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包括英文材料
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/
RLHF+
[英文] What is RLHF?
https://aws.amazon.com/what-is/reinforcement-learning-from-human-feedback/
Reinforcement learning from human feedback (RLHF) is a machine learning (ML) technique that uses human feedback to optimize ML models to self-learn more efficiently.
https://www.ibm.com/think/topics/rlhf
Reinforcement learning from human feedback (RLHF) is a machine learning technique in which a “reward model” is trained with direct human feedback, then used to optimize the performance of an artificial intelligence agent through reinforcement learning.
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