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Rigorous distinction between search and optimization

A representation where the state space is all paths to the goal is completely unusable. It blows up the state space exponentially large. And it loses the structure that algorithms like A* make good ...
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Where should I start for making an AI Bot that processes on screen prompts

More generally you should read about deep reinforcement learning.
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