Grokking Modern AI Fundamentals
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8.4 Project: Treasure Grid Game
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Create your own simple reward game to practice RL ideas.

Here’s a fun project without any coding:

  1. Draw a grid map. On a piece of paper, draw a small grid (for example 5×5 squares). Mark a start square and a treasure square (the goal).

  2. Place rewards and penalties. In some squares, write a positive point value (like +10) to represent finding treasure or bonus. In other squares, write a negative value (like –5) to represent a trap or penalty. Leave other squares as 0 (no change).

  3. Choose a path. Pretend you are an agent moving from Start to Treasure

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