Grokking Modern AI Fundamentals
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6.4 Advanced AI-Driven Search Techniques

Small neural networks ("tiny brains") predict quickly which paths will succeed, dramatically speeding up searches.

  • Example: A robot exploring an unknown house quickly avoids blocked paths thanks to a neural network predicting open paths ahead.

  • Why It Matters: Saves time, memory, and makes AI practical in complex environments.

Combining search with reinforcement learning (trial and error):

  • AI learns from past searches, improving its future decisions.

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