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Pokemon Red isn't a huge game if you have access to the state (not just pixels) and prune it properly. The RL algorithm used here is so sample inefficient that
by loveparade 3y ago
Pokemon Red isn't a huge game if you have access to the state (not just pixels) and prune it properly. The RL algorithm used here is so sample inefficient that it's pretty much just a stupid search over the space. You can likely solve the game easier using traditional search algorithms. This shows how to use the wrong tool for the job. It would've been more interesting to use algorithms optimized for this kind of problem, not some off-the-shelf PPO that's just inappropriate.
- gberger 3y agoIt's not a job, it's a toy. This most likely was a learning experience or hobby for the author.
- dtx1 3y agoYou can propably also just win it without any algorithm at all, just a specific finite number of inputs as demonstrated for firered here https://www.youtube.com/watch?v=6gjsAA_5Agk https://www.youtube.com/watch?v=6gjsAA_5Agk
- sapiogram 3y ago> Pokemon Red isn't a huge game if you have access to the state (not just pixels) and prune it properly. I think the whole point of this project is to let the AI do the pruning