Tanks is a game in which four players try to maximize their scores. All players are AI agents but one of them is more intelligent as compared to the other ones. The AI of smart agent is implemented using Genetic Algorithm and Neural Network. Training of AI agent is being done through Genetic Algorthm and the decisions of moves are taken by Neural Network, obtained after going through the process of training.