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Jumper - AI game

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Read more about this game at arjunsk.com

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Jumper - AI game

  1. 1. Jumper - AI Game
  2. 2. >Libraries used ▸ PhaserJS game framework ▸ Synaptic neural network library in javascript
  3. 3. >BACKGROUND ▸ Perceptron having 1 input, 2 hidden & 1 output layer ▸ Supervised Learning using manual input
  4. 4. >INPUTS ▸ velocity of the ball ▸ displacement between ball & player
  5. 5. >OUTPUTS ▸ ON FLOOR ▸ ON AIR
  6. 6. INPUT OUTPUT HIDDEN LAYER 2HIDDEN LAYER 1 DISPLACEMENT VELOCITY ON AIR ON FLOOR
  7. 7. >SCENARIOS ▸ False user input ▸ No user input ▸ Correct user input
  8. 8. >DEFUZIFYING TECHNIQUE Maximum membership principle
  9. 9. >INSPIRED FROM ▸ Chrome’s T-REX
  10. 10. >CODE ▸ Initializing ANN
  11. 11. >CODE ▸ Training ANN
  12. 12. >CODE ▸ Activating ANN and getting the output
  13. 13. >EXIT 0 THANK YOU :)

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