Author

Sohaib Ali

Degree

Master of Science in Computer Science

Faculty / School

Faculty of Computer Sciences (FCS)

Department

Department of Computer Science

Date of Submission

2016-12-31

Advisor

Dr. Sajjad Haider

Project Type

MSCS Survey Report

Abstract

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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