Master of Science in Computer Science

Faculty / School

Faculty of Computer Sciences (FCS)


Department of Computer Science

Date of Award

Summer 2016


Dr. Sajjad Haider

Committee Member 1

Dr. Sajjad Haider, Supervisor, Department of Computer Science, Institute of Business Administration (IBA), Karachi

Project Type

MSCS Survey Report

Access Type

Restricted Access


Computer Science, Artificial Intelligence

Abstract / Summary

In this survey report we are going to study the Artificial Intelligence base agent that take part in Car Racing Championship. For this purpose, we select TORCS simulator in an online championship game that requires a hot (intelligent car agent) which take apart in car racing. Specially we focused only on neural network based techniques that use by researcher's in different proposed model to build a bot or agent that take part in the TORCS competition. We divided the report into different chapters, chapter 1 describe the overall introduction and problem statement, chapter 2 describes the neural network, chapter 3 provides the details of TORCS and its architecture of working along with the sensor information and the actions that will be optimized by neural network, in chapter 4 we include the common techniques that used to make Intelligent Car Agent (bot) and neural network techniques and chapter 5 conclude the study.


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