Artificial Intelligence Evolution in Video Games: A Detailed Report

This report provides a comprehensive overview of the application and evolution of Artificial Intelligence (AI) in video games. It begins with an introduction to AI and its early integration in games like Pong and checkers, highlighting the use of Finite State Machines (FSM) and the development of more sophisticated behaviors in non-player characters (NPCs). The report discusses how game developers implement real-world rules and AI algorithms, such as reinforcement learning, to create more realistic and engaging gameplay experiences, including the use of AI for testing self-driving vehicle algorithms. It also explores gamers' perspectives on AI, emphasizing the preference for unpredictable and dynamic AI behaviors. Furthermore, the report analyzes the market shares of gaming platforms after the introduction of AI and concludes that AI has dynamically transformed the gaming industry, making gaming characters more intelligent and enhancing the overall gaming experience.

Artificial Intelligence in
Video games
Student Details

Artificial Intelligence in Video games 1
Executive Summary
In computer science, Artificial Intelligence (AI) is also known as machine language.
In computer games, man-made brainpower (AI) is utilized to create responsive, versatile or
clever practices essentially in non-player characters (NPCs) which enables human-like
knowledge. Games like “Grand Theft Auto”, “Assassination’s Creed”, etc. are developed
with the great machine intelligence. In this study, it is also concluded that AI is the future of
gaming industry.

Artificial Intelligence in Video games 2
Contents
Introduction................................................................................................................................3
Overview of Artificial Intelligence (AI) in video games...........................................................4
Makers implement real-world rules in video games for making games with an enhanced
practical view through AI...........................................................................................................5
Gamers perspective on AI in video games.................................................................................6
Market shares of gaming platforms after AI introduction.........................................................7
Conclusion..................................................................................................................................8
References..................................................................................................................................9

Artificial Intelligence in Video games 3
Introduction
AI has been a vital piece of video games since their beginning during the 1950s
(Anderton, 2019). The expression "game AI" is utilized to allude to a wide arrangement of
calculations that likewise incorporate methods from control hypothesis, apply autonomy, PC
illustrations and software engineering (Epand, 2019). Thus, computer game AI may
frequently not establish "genuine AI" in that such systems don't encourage PC learning or
other standard criteria. In this assignment, there will be a discussion on how AI has evolved
the functioning and interference of video games. What is perceptive of video game makers
and its users for the introduction of AI in video games.

Artificial Intelligence in Video games 4
Overview of Artificial Intelligence (AI) in video games
AI is present in video games since 1950. “Pong” computerized game was made in the
year 1951 and published in 1952 (Maass, 2019). Despite having less availability of advanced
technology 20 years back, Pong took the advance form of a small box and could win against
the highly skilled players. Apart from this, Arthur Samuel’s checkers' program was
incorporated in the middle 50s (Maass, 2019). This game also incorporates various features
of machine language. Games who have a single mode with various enemies are started
evolving after 1970. The reason for the success of these games was the incorporation of
microprocessors that allows more computation into movement patterns (Roesler, 2019).
Wolfenstein 3D was released in 1992 and even the warriors in that game had a simple
type of A.I. The Finite State Machine (FSM) calculation is a generally basic A.I. where
architects make a rundown of every single imaginable occasion a bot can involvement. The
architects at that point allocate explicit reactions the bot would have to every circumstance
(Statt, 2019).
Later on, games have started using AI methods and through AI characters were also to
show emergent behaviors and they were speaking interactive dialogs. Games like Creatures
and Black & White released in 2005 (Epand, 2019). Game developers also concluded through
various studies and their expression that AI has evolved gaming expression and makes things
very interesting (Yannakakis & Togelius, 2018). All the enemies who fight very well and
spaceships who reach their targets are all powered thought the auto-bots.

Artificial Intelligence in Video games 5
Makers implement real-world rules in video games for making games with an enhanced
practical view through AI
A similar sort of fortification discovering that is being utilized in the computer game
industry is additionally being effectively connected to different businesses (Roesler, 2019).
For example, the Grand Theft Auto games, which have pre-modified "traffic standards,
streets and vehicle material science" have been utilized to give a protected and reasonable
condition for testing self-driving vehicle calculations. In addition to the fact that it is
sheltered and reasonable, however, it is added up to multiple times quicker to gather
information in a virtual situation contrasted with this present reality (Maass, 2019).
Developers get the feedback from its users for AI and then modify the features or
maps of games as per the requirements. Through this, it can be concluded that video games
are the appropriate way to train AI algorithms because it focuses on the essential element to
make AI more capable to deal with more difficult challenges (Statt, 2019).

Artificial Intelligence in Video games 6
Gamers perspective on AI in video games
AI is designed in video games to enhance the gaming experience. Game designers
often make strong non-player characters (NPCs). This type of intelligence is vital in PC
games when players are competing against different characters which are played by the PC
(Statt, 2019). The vast majority appreciate playing against other real people instead of a
machine in light of the fact that other individuals can give variable, arbitrary and here and
there erratic reactions and practices, while essentially customized machines will consistently
react a similar way, in unsurprising ways that mean a player just needs to recall a couple of
fundamental reactions conceivable and react to them so as to finish the level (Yannakakis &
Togelius, 2018).
However, many developers drop random choices on the machine to decide where they
need to move. For example: in many games, the enemy’s move changes whenever a new
game starts. Either they move left, right or go straight. Even the game developer cannot
predict the moves (Yannakakis & Togelius, 2018). People like this feature of the characters
because these moves are non-predictable and entirely depends upon the machine (Roesler,
2019).

Artificial Intelligence in Video games 7
Market shares of gaming platforms after AI introduction
A year ago, the gaming business sector produced someplace around $138.7 billion in income.
The forecast from Newzoo (a Gaming company) is that in 2019 it will increment by about
9.6% to create 152.1 billion (Anderton, 2019). The computer game industry became about
10% in 2018 so to state that it will grow a comparative sum appears to bode well. 36% ratio
is produced by cell phone games. Which isn't excessively astonishing. People are walking on
the road and enjoying playing Candy Crush, Pokemon Go, pub or something else the latest
games that have great graphics interference (Anderton, 2019).

Artificial Intelligence in Video games 8
Conclusion
It has been concluded that the introduction of AI in the gaming platform has dynamically
transformed the gaming industry. Gaming characters has become more intelligent and
sometimes even the game developers get failed in predicting the next move of the enemies or
non-gaming characters. However, according to the perspective of general people, they like to
play more with real people through the online or offline medium rather than playing with
machine intelligence. AI had been in the gaming industry since 1950, the most famous game
of that era was "Pong" which uses the machine intelligence. Apart from this, for inserting
more real-life challenges or scenario, the game developers used to insert real-life traffic rules,
standards, infrastructure, etc.

Artificial Intelligence in Video games 9
References
Anderton, K. (2019) The Business of Video Games: Market Shares for Gaming Platforms.
Retrieved from: https://www.forbes.com/sites/kevinanderton/2019/06/26/the-business-
of-video-games-market-share-for-gaming-platforms-in-2019-infographic/
#6c8149d7b254
Epand, V. (2019) The Benefits Of Artificial Intelligence In Computer Games. Retrieved from:
https://www.streetdirectory.com/travel_guide/141271/gaming/the_benefits_of_artificial
_intelligence_in_computer_games.html
Maass, L. E. S. (2019) Artificial Intelligence in Video Games. Retrieved from:
https://towardsdatascience.com/artificial-intelligence-in-video-games-3e2566d59c22
Roesler, Z. (2019) Video game AI will change the future of work. Here’s how. Retrieved from:
https://www.weforum.org/agenda/2019/02/ai-beat-professional-gamers-at-starcraft-ii-
here-s-why-that-matters/
Statt, N. (2019) How Artificial Intelligence Will Revolutionize the Way Video Games Are
Developed and Played. Retrieved from:
https://www.theverge.com/2019/3/6/18222203/video-game-ai-future-procedural-
generation-deep-learning
Yannakakis, G. N., & Togelius, J. (2018) Artificial intelligence and games. New York:
Springer.