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Subject Syllabus

AL702 (A) - AI in Gaming

AIML · Semester 7

Course Modules

Learn topic-wise with Hyper AI and revise using mapped PYQs.

Introduction to Game AI Kind of AI used in game development Model of game AI AI engine structure

Kinematic movement algorithms Problems related to the steering behaviour of objects and Solutions Coordinated Movement and Motor Control Concepts related to coordinated movements and motor control

Basic Path finding Algorithms in game development Path finding for complex solutions

Decision trees and state machines for game development Models for implementing knowledge uncertainty, such as fuzzy logic and Markov systems

Board game theory Implementation of some key algorithms, such as minimax and negamax Random Number Generation and Minimaxing Algorithms for implementing action prediction Decision learning and reinforcement learning