Reinforcement Learning | Customized AI Gym Setup
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Despite my classification attempts at beating the Dinosaur game, I sort of came short despite beating most of the obstacles. So, I decided to use a reinforcement learning model that can potentially beat my score!
Github:
https://github.com/SpencerPao/Compute...
Setting up Selenium:
• How to Configure Selenium
Major shoutout to this blog: (Saved a lot of time!)
https://www.advisori.de/news-projekte...
Additional Information:
https://towardsdatascience.com/reinfo...
Alternative Dinosaur Setup:
https://luungoc2005.github.io/blog/20...
Gym Setup:
https://www.novatec-gmbh.de/en/blog/c...
Inspiration:
https://arxiv.org/ftp/arxiv/papers/20...
0:00 - What is Reinforcement Learning?
0:32 - Environment | State | Reward | Policy | Value
2:06 - Gym Environment Architecture
4:55 - WebInterface (Wrapped by Gym environment)
7:41 - Gym Environment | WebAPI elements
12:13 - Initialize Gym Environment | Step Function
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