Mathematics of Dopamine
The human brain is wondrous in its capabilities. The rules that govern its prowess at so many tasks are becoming slightly clearer everyday. In this video, I'll highlight how 4 key reinforcement learning algorithms help explain how the human brain works, specifically through the lens of the neurotransmitter known as 'dopamine'. These algorithms have been used to help train everything from autopilot systems for airplanes, to video game bots. TD-Learning, Rescorla-Wagner, Kalman Filters, and Bayesian Learning, all in one go!
Code for this video:
https://github.com/llSourcell/Mathematics_of_Dopamine
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This video is apart of move 37.
Github Syllabus:
https://github.com/llSourcell/Move_37_Syllabus
More learning resources:
https://www.youtube.com/watch?v=pYyUSh1veoo
https://www.youtube.com/watch?v=LyCpuLikLyQ
https://www.youtube.com/watch?v=CaCcOwJPytQ
https://www.youtube.com/watch?v=C2OUfJW5UNM
https://dash.harvard.edu/bitstream/handle/1/23845336/4633133.pdf?sequence=1&isAllowed=y
https://web.stanford.edu/group/pdplab/pdphandbook/handbookch10.html
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http://wizards.herokuapp.com/
And please support me on Patreon:
https://www.patreon.com/user?u=3191693
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https://goo.gl/FZzJ5w
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www.theschool.ai/jobs/
Need help on a project? See our consulting group:
www.theschool.ai/consulting-group/
Hit the Join button above to sign up to become a member of my channel for access to exclusive content! Join my AI community: http://chatgptschool.io/
Видео Mathematics of Dopamine канала Siraj Raval
Code for this video:
https://github.com/llSourcell/Mathematics_of_Dopamine
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
The School of AI:
https://www.theschool.ai
This video is apart of move 37.
Github Syllabus:
https://github.com/llSourcell/Move_37_Syllabus
More learning resources:
https://www.youtube.com/watch?v=pYyUSh1veoo
https://www.youtube.com/watch?v=LyCpuLikLyQ
https://www.youtube.com/watch?v=CaCcOwJPytQ
https://www.youtube.com/watch?v=C2OUfJW5UNM
https://dash.harvard.edu/bitstream/handle/1/23845336/4633133.pdf?sequence=1&isAllowed=y
https://web.stanford.edu/group/pdplab/pdphandbook/handbookch10.html
Join us in the Wizards Slack channel:
http://wizards.herokuapp.com/
And please support me on Patreon:
https://www.patreon.com/user?u=3191693
Signup for my newsletter for exciting updates in the field of AI:
https://goo.gl/FZzJ5w
Hiring? Need a Job? See our job board!:
www.theschool.ai/jobs/
Need help on a project? See our consulting group:
www.theschool.ai/consulting-group/
Hit the Join button above to sign up to become a member of my channel for access to exclusive content! Join my AI community: http://chatgptschool.io/
Видео Mathematics of Dopamine канала Siraj Raval
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