Question

a. What is game theory?

b. why is it important for AI?

c. Describe at least 4 ways AI is revolutionalizing the gaming industry?

Answer 1

a.) -- Game theory is a mathematical theory which involves strategic interactions between interested participants. It constitutes a number of models which represents strategic interactions, along with, a group of solutions concepts, which in turn helps in predict the relational outcome of the event(game). In simpler terms, it involves with strategy based decisive moves and analyses and understands the game played between players and able to optimise the best decision and predict the outcome.

b.) -- The role of game theory in AI aims at understanding the game dynamics such as, strategic model analyzing etc to ensure the possible outcome is optimised . The historical decision is analysed along with strategy used is tweaked every time after a new knowledge is discovered from past moves, such as to optimise the overall decision making and minimise the error chance. Game theory perfect for testing, training and implementing an AI model.

c.) -- 4 ways AI is revolutionizing the gaming industry -

-1.) Optimised and improved interaction  : For any game's success, it's very necessary that the interaction gateway connecting human and game should be optimised and flaws and error free. AI ensures the interaction between human and game is flaw-less and user experiences a nice relationship with game.

-2.) Better decision making -- As the AI is able to learn from past data and rediscover new best move with each new knowledge. This in turn makes the game more interesting as the game's inhibit new ways each time learning from the past.

-3.)More realistic gaming and experience -- The interesting stuff in AI is that it lets developers building the game meanwhile ensures to create more realistic games for the players, where the design lets players to easily interact with the gaming characters in a better and almost realistic way and can help users to let relate with game more effectively.

-4.) Several components of Artificial intelligence helps to predict the player's next move and let game act accordingly. These components include Artificial Neural Networks (ANN), Support Vector Machines (SVM) and Decision Tree Learning which helps to ensure the new knowledge is analysed from past act of players along with a bit of random guess and further, new information is quickly processed and implemented for improved decision making.