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Introduction to Artificial Intelligence - Dept. Of Electronics and Telecommunication

This presentation is an introduction to Artificial Intelligence and is presented by Prof. Ashvini Kulkarni, from the department of Electronics & Telecommunication at Hope Foundation’s International Institute of Information Technology, I2IT. The presentation discusses applications of AI and topics like Intelligent Agent.

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Introduction to Artificial Intelligence - Dept. Of Electronics and Telecommunication

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  1. Artificial Intelligence Unit I Prof. AshviniKulkarni Assistant Professor Department of Electronics & Telecommunication Hope Foundation’s International Institute of Information Technology, I²IT www.isquareit.edu.in Introduction

  2. AI Intelligent Agents Agents Agent types Good behaviour The nature of environments Hope Foundation’s International Institute of Information Technology, I²IT, P-14 Rajiv Gandhi Infotech Park, Hinjawadi, Pune - 411 057 Tel - +91 20 22933441 / 2 / 3 | Website - www.isquareit.edu.in ; Email - info@isquareit.edu.in Syllabus

  3. Artificial Intelligence is the study of how to make computers do things at the moment, and do better [1]. AI important elements: think like humans act like humans think rationally act rationally Hope Foundation’s International Institute of Information Technology, I²IT, P-14 Rajiv Gandhi Infotech Park, Hinjawadi, Pune - 411 057 Tel - +91 20 22933441 / 2 / 3 | Website - www.isquareit.edu.in ; Email - info@isquareit.edu.in Artificial Intelligent

  4. Applications of AI Optical character recognition Handwriting recognition Speech recognition Face recognition Gaming Artificial creativity Computer vision, Virtual reality, and Image processing Photo and Video manipulation Diagnosis (artificial intelligence) Hope Foundation’s International Institute of Information Technology, I²IT, P-14 Rajiv Gandhi Infotech Park, Hinjawadi, Pune - 411 057 Tel - +91 20 22933441 / 2 / 3 | Website - www.isquareit.edu.in ; Email - info@isquareit.edu.in Artificial Intelligent

  5. Intelligent Agent Hope Foundation’s International Institute of Information Technology, I²IT, P-14 Rajiv Gandhi Infotech Park, Hinjawadi, Pune - 411 057 Tel - +91 20 22933441 / 2 / 3 | Website - www.isquareit.edu.in ; Email - info@isquareit.edu.in An agent is anything that can be viewed as perceiving its environment through sensors and acting upon that environment through actuators shown in Figure[1] Sensor input percepts Environment Agent action Figure: Agent interaction with environment

  6. Agent action is decided upon any input perceived by any agent. Agent program is the action taken against that percept sequence Hope Foundation’s International Institute of Information Technology, I²IT, P-14 Rajiv Gandhi Infotech Park, Hinjawadi, Pune - 411 057 Tel - +91 20 22933441 / 2 / 3 | Website - www.isquareit.edu.in ; Email - info@isquareit.edu.in Agent Function and Agent Program

  7. Rationality: Agent selects action which maximizes the performance Learn: Agent should learn from perceive sequences Omniscient: Agent should know the outcome of its actions Autonomous: Agent should compensate for half/inaccurate knowledge Hope Foundation’s International Institute of Information Technology, I²IT, P-14 Rajiv Gandhi Infotech Park, Hinjawadi, Pune - 411 057 Tel - +91 20 22933441 / 2 / 3 | Website - www.isquareit.edu.in ; Email - info@isquareit.edu.in Good behaviour

  8. Specifying the task environment task environment specification includes the performance measure, the external environment, the actuators, and the sensors Hope Foundation’s International Institute of Information Technology, I²IT, P-14 Rajiv Gandhi Infotech Park, Hinjawadi, Pune - 411 057 Tel - +91 20 22933441 / 2 / 3 | Website - www.isquareit.edu.in ; Email - info@isquareit.edu.in Nature of environments

  9. Task performance can be measured by following parameters PEAS (Performance, Environment, Actuators, Sensors) description Hope Foundation’s International Institute of Information Technology, I²IT, P-14 Rajiv Gandhi Infotech Park, Hinjawadi, Pune - 411 057 Tel - +91 20 22933441 / 2 / 3 | Website - www.isquareit.edu.in ; Email - info@isquareit.edu.in Nature of environments

  10. Task performance can be measured by following parameters PEAS (Performance, Environnent, actuator, sensors) description Hope Foundation’s International Institute of Information Technology, I²IT, P-14 Rajiv Gandhi Infotech Park, Hinjawadi, Pune - 411 057 Tel - +91 20 22933441 / 2 / 3 | Website - www.isquareit.edu.in ; Email - info@isquareit.edu.in Nature of environments

  11. Taxi Driver = Agent Type Safe, fast, legal, comfortable trip, maximize profits =Performance Measure Roads and other traffic, pedestrians, customers=Environment Steering, accelerator, brake, signal horn, display=Actuators Cameras, sonar, speedometer, GPS, odometer, accelerometer, engine sensors, keyboard =Sensors Hope Foundation’s International Institute of Information Technology, I²IT, P-14 Rajiv Gandhi Infotech Park, Hinjawadi, Pune - 411 057 Tel - +91 20 22933441 / 2 / 3 | Website - www.isquareit.edu.in ; Email - info@isquareit.edu.in Example: Taxi Driver[1]

  12. [1] Stuart Russell, Peter Norvig, ―Artificial Intelligence‖, A Modern Approach, Pearson Education/Prentice Hall of India. Hope Foundation’s International Institute of Information Technology, I²IT, P-14 Rajiv Gandhi Infotech Park, Hinjawadi, Pune - 411 057 Tel - +91 20 22933441 / 2 / 3 | Website - www.isquareit.edu.in ; Email - info@isquareit.edu.in References

  13. For further information please contact Prof. AshviniKulkarni Department of Electronics & Telecommunication Hope Foundation’s International Institute of Information Technology, I²IT P-14, Rajiv Gandhi Infotech Park, MIDC Phase I, Hinjawadi, Pune – 411 057 Phone - +91 20 22933441 www.isquareit.edu.in | ashvinik@isquareit.edu.in | info@isquareit.edu.in THANK YOU

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