[DEPRECATED] Visual Maze Solving with Deep Reinforcement Learning in Keras | Detailed Explanation
2021 Edit: Keras these days no longer has the limitation I talk about here. Take this video with a grain of salt.
This video is about how I built a deep reinforcement learning based visual maze solving networkusing Keras. This is a followup to my second live stream (linked below) where I tried doing this and ran into some issues. I explain the whole system is detail and specifically go over a lot of the mistakes I made that others are likely to make as well.
Code Repo: https://github.com/safijari/jack-of-some-rl-journey
Slides from David Silver's Excellent Tutorial: https://icml.cc/2016/tutorials/deep_rl_tutorial.pdf
Paper referenced: https://arxiv.org/pdf/1509.06461.pdf
SOME OF MY OTHER VIDOES:
○ Deep RL Stream: https://www.youtube.com/watch?v=psDlXfbe6ok
○ Vanilla Q Learning Stream: https://www.youtube.com/watch?v=psDlXfbe6ok
○ Explaining RL to a baby: https://www.youtube.com/watch?v=GFIKtFSl1XQ
○ 5 Common Python Mistakes: https://www.youtube.com/watch?v=fMRzuwlqfzs
○ Making Python fast: https://www.youtube.com/watch?v=XW32lPcWOxg
Twitter: twitter.com/safijari
Patreon: https://www.patreon.com/jackofsome
Видео [DEPRECATED] Visual Maze Solving with Deep Reinforcement Learning in Keras | Detailed Explanation канала Jack of Some
This video is about how I built a deep reinforcement learning based visual maze solving networkusing Keras. This is a followup to my second live stream (linked below) where I tried doing this and ran into some issues. I explain the whole system is detail and specifically go over a lot of the mistakes I made that others are likely to make as well.
Code Repo: https://github.com/safijari/jack-of-some-rl-journey
Slides from David Silver's Excellent Tutorial: https://icml.cc/2016/tutorials/deep_rl_tutorial.pdf
Paper referenced: https://arxiv.org/pdf/1509.06461.pdf
SOME OF MY OTHER VIDOES:
○ Deep RL Stream: https://www.youtube.com/watch?v=psDlXfbe6ok
○ Vanilla Q Learning Stream: https://www.youtube.com/watch?v=psDlXfbe6ok
○ Explaining RL to a baby: https://www.youtube.com/watch?v=GFIKtFSl1XQ
○ 5 Common Python Mistakes: https://www.youtube.com/watch?v=fMRzuwlqfzs
○ Making Python fast: https://www.youtube.com/watch?v=XW32lPcWOxg
Twitter: twitter.com/safijari
Patreon: https://www.patreon.com/jackofsome
Видео [DEPRECATED] Visual Maze Solving with Deep Reinforcement Learning in Keras | Detailed Explanation канала Jack of Some
deep reinforcement learning keras visual maze solving keras deep rl visual maze solving deep rl maze keras deep reinforcement learning deep rl mistakes deep reinforcement learning tutorial deep rl tutorial keras deep reinforcement learning tutorial visual reinforcement learning reinforcement learning deep q learning tutorial deep q network deep q learning bellman equation
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18 февраля 2020 г. 11:15:02
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