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The more ninjas you massacre, the smarter this AI gets
Watching an AI train, for those of us who arenât developers, is about as exciting as watching paint dry or grass grow. But, every once in a while someone throws some ninjas into the mix and makes it fun.
handle Ash47 recently published a series of projects designed to demonstrate how machines learn. He creates psuedo-gaming environments where AI has to accomplish a simple goal: stay alive. The most interesting thing about the AI in his projects isnât what they can do Bitcoin Checker Github , itâs how they learn to do it.
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One project, Ninja AI Trainer, is an interactive âgameâ where AI-powered ninja characters attempt to dodge throwing stars. Itâs basically humans VS ninjas, as you can control where the throwing stars appear.
The point of the game is to watch an AI train to dodge throwing stars through reinforcement learning. When it first loads, and the AI is on generation one, the ninjas are pretty easy to kill. You can set how many ninjas train on the screen at once â as many as your computer can handle â and train them all simultaneously.
if youâve massacred enough ninjas Bitcoin Checker Github , if youâve massacred enough ninjas, by the time the AI reaches a few dozen generations it starts to spit some out that can dodge pretty well. Hypothetically, you could wait around while the simulation ran a few hundred thousand generations and watch as it becomes borderline perfect.
This is a fantastic and accessible representation on how almost all deep learning-powered AI networks function. And itâs incredibly relevant to whatâs happening at the cutting edge of AI technology. For example, the brains of Waymoâs driverless cars go through millions of miles of simulated driving before theyâre allowed to run on public roadways. Bitcoin Checker Github
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