Sohaib Ali


Master of Science in Computer Science


Department of Computer Science

Faculty / School

Faculty of Computer Sciences (FCS)

Date of Submission



Dr. Sajjad Haider, Professor, Department of Computer Science

Document type

MSCS Survey Report


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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