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Is it possible to use machine learning to have the AI improve itself?
by jlebrech 8y ago
Is it possible to use machine learning to have the AI improve itself?
- mbel 8y agoApart from potential performance issues I can't think of any other reason why not. Keep in mind however that games are made to be fun and sometimes ability to predict actions of not-so-smart AI opponent might be better that facing unpredictable and too intelligent AI.
- grumpopotamus 8y agoYes! This is the domain of Reinforcement Learning: https://en.wikipedia.org/wiki/Reinforcement_learning https://en.wikipedia.org/wiki/Reinforcement_learning
- jlebrech 8y agoI was thinking you could have an AI character play the level and that would reinforce that character's moveset.
- depressedpanda 8y agoThat's pretty much how OpenAI for DotA 2 is being developed. It's learnt the game from scratch by self play and can best professional players in some game modes.