
哈啰一段式端到端强化学习算法高级专家/负责人-【自动驾驶】
社招全职2年以上市场地点:北京 | 上海状态:招聘
工作描述
任职要求 1、本科及以上学历,2年以上自动驾驶模仿学习、强化学习落地经验; 2、主导过RL算法从框架设计选型、模型训练到实车落地的全过程,熟悉OpenRLHF、FM GRPO等框架; 3、熟悉一段式端到端模型的常见结构,有一段式端到端模型落地经验; 4、熟悉常见RL的R…
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包括英文材料
学历+
自动驾驶+
https://www.youtube.com/watch?v=_q4WUxgwDeg&list=PL05umP7R6ij321zzKXK6XCQXAaaYjQbzr
Lecture: Self-Driving Cars (Prof. Andreas Geiger, University of Tübingen)
https://www.youtube.com/watch?v=NkI9ia2cLhc&list=PLB0Tybl0UNfYoJE7ZwsBQoDIG4YN9ptyY
You will learn to make a self-driving car simulation by implementing every component one by one. I will teach you how to implement the car driving mechanics, how to define the environment, how to simulate some sensors, how to detect collisions and how to make the car control itself using a neural network.
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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