Practical Reinforcement Learning using Python - 8 AI Agents

所在平台: Udemy

课程主页: https://www.udemy.com/course/practical-reinforcement-learning/

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**课程名称:** Python 实战强化学习:8 AI 智能体 **课程概述:** 本课程是 Udemy 上最全面的强化学习课程,旨在教授学员如何构建各种令人惊叹的强化学习应用。无论您是想学习如何构建利用当前技术的尖端交易算法,掌握人工智能最先进的工具和技能,还是仅仅想以高度实践的方式学习强化学习,本课程都能满足您的需求。 **课程目标:** 完成本课程后,您将能够: * 在任何环境中构建任何强化学习算法。 * 将强化学习应用于您自己的科学实验。 * 使用强化学习解决实际问题。 * 利用尖端技术为您的项目赋能。 * 精通 OpenAI Gym. **课程特色:** 本课程将引导您逐步构建最先进的交易算法,确保您掌握构建任何强化学习算法设想并高效实现所需的实践技能。 **课程内容亮点:** * Atari 强化学习智能体 * 从零开始构建 Q-Learning 算法并将其应用于自动驾驶出租车环境 * 从零开始构建 Deep Q-Learning 算法并将其应用于 Flappy Bird * 从零开始构建 Deep Q-Learning 算法并将其应用于 Mario * 构建股票强化学习算法 * 构建能够完成各种环境挑战的智能汽车 * 以及更多! **适合人群:** * 对尖端技术及其在实际应用中的应用感兴趣的人。 * 对深度学习/人工智能充满热情的人。 * 想要学习前沿技术的人。 * 希望通过酷炫项目学习强化学习的人。 **课程先修要求:** * Python 基础知识。

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Join the most comprehensive Reinforcement Learning course on Udemy and learn how to build Amazing Reinforcement Learning Applications!Do you want to learn how to build cutting edge trading algorithms that leverage todays technology? Or do you want to learn the tools and skills that are considered the state of the art of Artificial Intelligence? Or do you just want to learn Reinforcement Learning in a Highly practical way?After completing this course you will be able to:Build any reinforcement learning algorithm in any environmentUse Reinforcement Learning for your own scientific experimentsSolve problems using Reinforcement LearningLeverage Cutting Edge Technologies for your own projectMaster OpenAI gym's Why should you choose this course?This course guides you through a step-by-step process of building state of the art trading algorithms and ensures that you walk away with the practical skills to build any reinforcement learning algorithm idea you have and implement it efficiently.Here's what's included in the course:Atari Reinforcement Learning AgentBuild Q-Learning from scratch and implement it in Autonomous Taxi EnvironmentBuild Deep Q-Learning from scratch and implement it in Flappy BirdBuild Deep Q-Learning from scratch and implement it in MarioBuild a Stock Reinforcement Learning AlgorithmBuild a intelligent car that can complete various environmentsAnd much more!This course is for you if...You're interested in cutting edge technology and applying it in practical waysYou're passionate about Deep Learning/AI Want to learn about cutting-edge technologies!Want to learn reinforcement learning by doing cool projects!Course prerequisites:Python!

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