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
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Github Syllabus:
https://github.com/llSourcell/Move_37_Syllabus
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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/
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