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Syllabus

UNIT
1
Basic principle of robotics and AI

The basic principle of robotics and AI -What is AI -Artificial intelligence and advanced robotics techniques-Introducing the robot and our development environment-Software components (ROS, Python, and Linux)-Robot control systems and a decision-making framework -The robot control system – a control loop with soft real-time control.

UNIT
2
Setting up Your Robot

Setting up Your Robot-Technical requirements-What is a robot? -Robot anatomy – what are robots made of?- Subsumption architecture -Software setup-Hardware -Beginning at the beginning – knolling-Assembling the tracks-Mounting the tracks -Arm base assembly-Arm assembly-Wiring.

UNIT
3
A Concept for a Practical Robot Design Process

A Concept for a Practical Robot Design Process-A systems engineering based approach to robotics- Storyboards -Decomposing hardware needs-Breaking down software needs-Writing a specification- The Image Recognition Process.

UNIT
4
Picking up the Toys

Picking up the Toys -Technical requirements-Task analysis -Setting up the solution -How do we pick actions? - Teaching the robot arm -Other robot arm machine-learning approaches-Teaching a Robot to Listen -Technical requirements -Robot speech recognition.

UNIT
5
SLAM

Avoiding the Stairs-What is SLAM? -Alternatives for navigation-Neural networks -Processing the image -Training the neural network for navigation - Convolution neural network robot control implementation - Putting Things Away-Decision trees-Entropy -Giving the Robot an Artificial Personality -The Turing test.

Reference Book:

1. “Artificial Intelligence: A Modern Approach” (Third edition) by Stuart Russell and Peter Norvig. ISBN-13: 978-0136042594,ISBN-10: 0136042597 2. “ Robot Building for Beginners” Second Edition, by David Cook. Published by Apress.

Text Book:

“Artificial Intelligence for Robotics” by Francis X. Govers Published by Packt Publishing Ltd., ISBN 978-1-78883-544-2

 

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