AI Navigates Maze using Genetic Algorithm
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YouTubeManiCo Labs
AI Navigates Maze using Genetic Algorithm
In this simulation small MLPs are trained using a genetic algorithm. Each agent is scored based on how many cell it visited and how close it got to the goal. At the end of each generation, the best agents are chosen to move on and slightly mutated versions are added to the gene pool. Eventually, this allows the AI to navigate the whole maze.
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