Training AI to Play Pokemon with Reinforcement Learning
6,337,582
2023-10-08に共有
github.com/PWhiddy/PokemonRedExperiments
Discord:
discord.gg/RvadteZk4G
Collaborations, Sponsors:
See channel email
Buy me a tuna melt:
www.buymeacoffee.com/peterwhidden
Sections:
0:00 - Intro
1:20 - How it works
2:54 - Let the games begin
4:04 - Exploration, distraction
5:46 - Level reward
6:38 - Viridian Forest
8:06 - A new issue
8:44 - PC Trauma
10:10 - Healing
10:45 - Gym Battle
12:43 - Route 3
14:44 - Mt Moon
15:54 - Map Visualizations
18:53 - RNG manipulation
20:07 - First Outro
20:26 - Technical Intro, Challenges
21:44 - Simplify
22:43 - Efficient Iteration
23:56 - Environment, Reward function
26:26 - Metrics & Visualization
27:46 - Future Improvements
29:24 - Run it yourself
32:58 - Final Outro
コメント (21)
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An AI being traumatized by using a pc is the most ironic thing I've heard in a while
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I laughed so hard when the AI refused to press the A button when it lost.
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I’m so glad you didn’t stop when you said “this sounds like a reasonable stopping point”
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I dunno why but the clips were all the AIs aimlessly walk around like a colony of small ants is unbelievably adorable to me
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it was unreasonably adorable when the AI stopped in Pallet Town to enjoy the scenery
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“The ai is learning how to move, and is just walking around” really explains a lot of my online teammates in first person shooters.
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i love that the AI decided to just hang out and watch the scenery. reminds me of my favorite poem “Stopping by the woods on a snowy evening” by Robert Frost
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Your findings, implementation, logic, and ANIMATION is incredible. 👏👏
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The ai discovering rng manipulation is mindblowing. I wonder if games in future could use ai to learn tedious or very specific glitches during beta testing.
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The AI is cool and all, lots of comments discussing it, but. I just wanna say, the editing is so awesome for a video like these, you don't often see such excellent presentation
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As a Pokemon enthusiast with 4 Pokemon tattoos and a data analyst aspiring to become a data scientist, this project was one of the coolest to watch! I was so fascinated that I decided to replicate the project myself. I encountered some difficulties along the way, but the Discord community was incredibly helpful. Congratulations on the project! 🙌
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Extremely impressive visualization of the simultaneous iterations. It can be hard to grasp that machine learning is happening in batches of mass parallel attempts, not each progressive scenario after another one by one. Excellent video!
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Honestly the AI becoming traumatized from the PC was heartbreaking. Poor lil guy didnt understand what happened
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This must've taken an insane amount of time to not only simulate but also edit, really good video, nice work
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5 mil on your first video. Great quality, good research and break down. Congrats, can't wait to see what you bring next!
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Incredibly well made video! I think your resourcefulness and ability to explain things in non-technical terms shows a deep understanding of the topic. Plus the storytelling is top notch
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That whole traumatic experience with the PC and the Pokecenter was fascinating. Thank you for making this
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Not that I don’t love the videos that just say “I applied an AI to this game and here’s how long it took to finish it” but this video (in addition to its high quality visuals and great script) is so much beyond that. Instead of just watching a video on AI, we’re learning about reward implementation, the human condition, curiosity, and more and more. This went above and beyond, I was so rooting for our AI buddy by the end of this lol.
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I’m thoroughly impressed by this video. Rarely someone executes an idea to this level of clarity. Visually it is very easy to understand what’s going on as well. Plus you’re sharing the project with everyone. Keep up the hard work
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everything about this video is extremely well done, even the editing , i think big bro is an actual genius
