Practical work Discovery of Reinforcement Learning (advanced)

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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

LEARNING - OBSTACLE AVOIDANCE WITH CAMERA

Introduction to AI P.14

Introduction to AI P.15

Introduction to AI P.16

Introduction to AI P.17 LEARNING FOOTBALL

Introduction to AI P.18 CONCLUSION

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