ARTIFICIAL INTELLIGENCE EDUCATION REINFORCEMENT LEARNING
REINFORCEMENT LEARNING P.2 THEPREREQUISITEALPHAIROBOT • • • • Ultra sons Infra red Camera
ALPHAI SOFTWARE
REINFORCEMENT LEARNING P.3
REINFORCEMENT LEARNING P.4 INTRODUCTION Sensors "Brain" Action LearningReward
MANUAL NETWORK
EDITING → → → → → →
Introduction to AI P.5
Introduction to AI P.6
Introduction to AI P.7
Introduction to AI P.8 MACHINE LEARNING: BLOCKED / MOTION →
Introduction to AI P.9
Introduction to AI P.10
Introduction to AI P.11 �� ���� ������(����, ����)����+1��������
Introduction to AI P.12 �� ��(����, ����)=����+1 �� ��(����, ����)←��(����, ����)+��(����+1 ��(����, ����) ) ��(����, ����)←(1 ��)��(����, ����) +�� ����+1
Introduction to AI P.13 ��(����, ����)←��(����, ����)+��(((1 ��)����+1 +����(����+1,��∗)) ��(����, ����) ) ��(����, ����)←(1 ��)��(����, ����) +��((1 ��)����+1 +����(����+1,��∗)) ����+1
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LEARNING - OBSTACLE AVOIDANCE WITH CAMERA
Introduction to AI P.14
Introduction to AI P.15
Introduction to AI P.16
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Introduction to AI P.17 LEARNING FOOTBALL
Introduction to AI P.18 CONCLUSION