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Actor Critic Algorithms

Reinforcement learning is hot right now! Policy gradients and deep q learning can only get us so far, but what if we used two networks to help train and AI instead of one? Thats the idea behind actor critic algorithms. I'll explain how they work in this video using the 'Doom" shooting game as an example. Code for this video: https://github.com/llSourcell/actor_c... i-Nickk's winning code: https://github.com/I-NicKK/Tic-Tac-Toe Vignesh's runner up code: https://github.com/tj27-vkr/Q-learnin... Taryn's Twitter:   / tarynsouthern   More learning resources: https://papers.nips.cc/paper/1786-act... http://rll.berkeley.edu/deeprlcourse/... http://web.mit.edu/jnt/www/Papers/J09... http://mlg.eng.cam.ac.uk/rowan/files/... http://mi.eng.cam.ac.uk/~mg436/Lectur... Please Subscribe! And like. And comment. That's what keeps me going. Want more inspiration & education? Connect with me: Twitter:   / sirajraval   Facebook:   / sirajology   Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693 Instagram:   / sirajraval   Instagram:   / sirajraval   Signup for my newsletter for exciting updates in the field of AI: https://goo.gl/FZzJ5w Hit the Join button above to sign up to become a member of my channel for access to exclusive content! Join my AI community: Sign up for my AI Sports betting Bot, WagerGPT! (500 spots available): https://www.wagergpt.xyz