EPISODE · Sep 11, 2018 · 11 MIN
Sensor Networks
from Siraj Raval
What is the best way to route data in a network of routers spread out across the globe? This 'internet of things'-based problem can be solved using reinforcement learning! In this video, i'll explain the 2 types of policies, the bellman equation, and the value function. All of these concepts are crucial in the RL pipeline and using animations + code, i'll break them down. Enjoy! Code for this video: https://github.com/llSourcell/Sensor_Networks Please Subscribe! And like. And comment. That's what keeps me going. Want more education? Connect with me here: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology instagram: https://www.instagram.com/sirajraval Github Syllabus: https://github.com/llSourcell/Move_37_Syllabus Take the full course at the School of AI: https://www.theschool.ai More learning resources: https://becominghuman.ai/the-very-basics-of-reinforcement-learning-154f28a79071 https://medium.freecodecamp.org/an-introduction-to-reinforcement-learning-4339519de419 https://www.oreilly.com/ideas/reinforcement-learning-explained http://kvfrans.com/reinforcement-learning-basics/ https://medium.com/syncedreview/basics-of-computational-reinforcement-learning-fca09f3609ea https://www.toptal.com/machine-learning/deep-dive-into-reinforcement-learning http://www.wildml.com/2016/10/learning-reinforcement-learning/ Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693 #SensorNetworks #SirajRaval
What this episode covers
What is the best way to route data in a network of routers spread out across the globe? This 'internet of things'-based problem can be solved using reinforcement learning! In this video, i'll explain the 2 types of policies, the bellman equation, and the value function. All of these concepts are crucial in the RL pipeline and using animations + code, i'll break them down. Enjoy! Code for this video: https://github.com/llSourcell/Sensor_Networks Please Subscribe! And like. And comment. That's what keeps me going. Want more education? Connect with me here: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology instagram: https://www.instagram.com/sirajraval Github Syllabus: https://github.com/llSourcell/Move_37_Syllabus Take the full course at the School of AI: https://www.theschool.ai More learning resources: https://becominghuman.ai/the-very-basics-of-reinforcement-learning-154f28a79071 https://medium.freecodecamp.org/an-introduction-to-reinforcement-learning-4339519de419 https://www.oreilly.com/ideas/reinforcement-learning-explained http://kvfrans.com/reinforcement-learning-basics/ https://medium.com/syncedreview/basics-of-computational-reinforcement-learning-fca09f3609ea https://www.toptal.com/machine-learning/deep-dive-into-reinforcement-learning http://www.wildml.com/2016/10/learning-reinforcement-learning/ Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693 #SensorNetworks #SirajRaval
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Sensor Networks
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