Q Learning simply explained | SARSA and Q-Learning Explanation

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Marcus Koseck

Marcus Koseck

Күн бұрын

This problem is from a book called Reinforcement Learning: In Introduction by Richard S. Sutton and Andrew G. Barto. I found this problem to be a good way to introduce SARSA and Q-Learning. I am not an expert in reinforcement learning, but I find these kind of ideas interesting. I thought it would be cool to explore reinforcement learning and make a video explaining a concept to the best of my ability. I will be making more videos about reinforcement learning in the future and hopefully my explanations get better as time goes on.
Credits:
I used Manim for the animations.
All of the information on reinforcement learning came from the RL book by Sutton and Barto. I didn't explain the concepts well enough in the video to do the book justice. The book is very well written.
The environment is from AIGym.
GitHub:
github.com/mar...

Пікірлер: 15
@DC-rk6xf
@DC-rk6xf 10 ай бұрын
Thanks for this introductory video. It helped me a lot.
@michaelomglol
@michaelomglol Ай бұрын
Thanks for this video, helping me a lot with my uni work
@sohamprajapati8784
@sohamprajapati8784 5 ай бұрын
Nice job! Helps my understanding. Keep making such videos.
@kmishy
@kmishy Ай бұрын
very well explained
@viralshorts9596
@viralshorts9596 7 ай бұрын
this really boosted my understanding
@Royal--00
@Royal--00 11 ай бұрын
Very interesting!
@rogerperez6576
@rogerperez6576 9 ай бұрын
Nice explanation
@almonteros
@almonteros 5 ай бұрын
Nice.
@muslumyildiz5694
@muslumyildiz5694 7 ай бұрын
Thanks
@jonaskarlsson5901
@jonaskarlsson5901 2 ай бұрын
does this mean it's not even using a neural network?
@manuelabarcacrespo8298
@manuelabarcacrespo8298 Ай бұрын
Q-Learning dont use neuraln neutworks, its a table that the agents learns to complete and then uses to solve a problem
@jonaskarlsson5901
@jonaskarlsson5901 Ай бұрын
@@manuelabarcacrespo8298 is Q learning also used to generate the training data for an NN?
@aleksantoniak5448
@aleksantoniak5448 11 ай бұрын
Hello, where could i find code for that?
@marcuskoseck98
@marcuskoseck98 11 ай бұрын
Hello. My github has the code under the "SARSA-and-Q_Learning" tab. Link to the github page is in the description.
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