Ever since video gaming consoles and mobile smartphones have taken over the world, they have played a major role in improving the growth and progress of the gaming industry. With more than 2.5 billion gamers all over the world, industry is now valued close to $140 billion. This means that the gaming domain has already surpassed the movie business, the television industry and the music world in terms of profits. Over the years, gaming has developed into one of the most popular forms of entertainment. Technologies such as artificial intelligence (AI) and machine learning (ML) have contributed immensely to the growth of the gaming industry. These technologies make it possible for game app developers companies to come up with games that are thoroughly immersive and they help in developing a highly realistic virtual gaming world that can richly captivate and entertain the gamers. AI and ML have also made it possible for game developers to create games that have really unique content and gaming universe.
Developing realistic characters for games
One of the cornerstones of a good game is high quality content that the gamers are going to get hooked into. Games that were made in the 1970s were often captivating but comparing them to today’s standards would show that they often lacked characters and realistic backgrounds that can be found these days. Every game needs characters and it is important to create gamer controllable characters and non-controllable characters. However, the truth is that creating good quality characters takes a lot of effort and time since numerous small details must be considered for that. This is especially true when you are looking to create realistic characters for 3D video games. AI in game development can help in achieving the best results in such cases and enable a game developer to come up with games that score high on realism.
To achieve the best output, it is necessary to carry out research on facial expressions, voices and physical movements and then incorporate such data into game designing and development. Many companies that are dedicated to develop gaming apps and games for consoles invest in real-time learning techniques that can help them to make 3D facial animations using audio files. Such a method makes use of information in waveforms which are then converted into 3D vertex data for the look of a face. This method can also be used for creating virtual reality characters, in-game dialogue and telepresence.
Another field that has been explored recently is motion simulation. Machine learning systems are developed to analyze and study motion capture clips exhibiting different types of bodily movements. This can really help gamers to create powerful animations which can perform a range of important functions.
Using AI for enhancing the quality of the games
The latest game development studios make use of AI to study the behavior of the human beings and then use them to define the interaction people have with the games. The role of AI is to understand the actions of the players and then determine the gamers’ responses and actions while gaming. AI also tries to understand the feelings and thoughts of the gamer during the course of the game.
By grasping the in-game experience of a player with the help of machine learning techniques, they can further enhance the gaming experience of the players. Tools like neural networks and vector machines can be used for achieving this goal. The gaming companies make use of different types of methods to assess the experience of the players while gaming. All such efforts help to strengthen the features of AI and also assist in improving the functional aspects of game development.
Benefits of using AI and ML for game designing and development
There are some distinct benefits of using AI and ML to help with game designing and development. Some of them have been discussed below.
Creating highly complex gaming systems
Companies offering game development services make use of algorithms presented by Machine Learning for creating predetermined models that can help them to define the action and movement of the players. They can also determine the factors that influence the players’ ability to improve their performance.
Determining reactions of the non-playable characters
Traditionally, the non-playable characters in a game were encoded to behave always in a definite way according to the progression of the game. However, this approach often made them predictable and uninteresting. Machine learning has now made it possible for game developers to create characters that can easily adapt to the changing environment as well as the game playing tendencies of the gamer. For instance, if the gamers tend to attack the opponents consistently in a particular manner, then the opponents are going to use protective gear that can prevent them from getting attacked by the gamer.
Designing games that are aesthetically appealing
Before the introduction of machine learning and artificial intelligence in the gaming world, standard video game graphics looked rather bad when viewed from a close distance. However, nowadays it is perfectly possible to create games that have realistic graphics with numerous finer details that ensure a dramatic look for the game.
Developing highly dynamic gaming universes
A lot of the games that are played today in mobiles and consoles are actually ‘open-world’ games and they enable players to readily interact with the gaming world. Even though this feature makes the games exciting and interesting, it still takes great effort and plenty of time to achieve as there are numerous small tasks that should be managed carefully. This process can be simplified with the application of machine learning and artificial intelligence. The time required to develop games can be brought down immensely and the game development team can enhance their creativity at each and every step of the way.
Making use of realistic and engaging interactions
In majority of the cases, the gamers indulging in open-world games must interact with the gaming environment and the various characters in it to accomplish the objectives of the game. The use of Natural Language Processing has now made it possible for the gamers to increase the realism of the interactions greatly. Hence the overall value of the gaming experience is increased in a major way with the application of such technology.
Deeply engaging games for smartphones
Smartphones are considered to be the most extensively used devices used for playing games. In fact, they have a market share of around 50% when it comes to the total revenue brought by the video games. Even a few years ago, mobile games were somehow limited in scope as the hardware used in mobiles were not really capable enough to meet the needs of high end gaming. However, with the introduction of AI chips, all that are about to change. Many of the latest mobiles have cutting edge features that enable people to enjoy the best of what the gaming world has to offer.
The scope of AI and ML has increased rapidly in the recent times and thanks to the efforts of data scientists, it is now possible to use these technologies to further enhance the quality of gaming. Experts believe that in the near future we can see further penetration of AI and ML in the gaming world.
Once you choose to hire game developer company, it is vitally important that you find a game designing studio that can work with artificial intelligence and machine learning to improve the quality of the gaming products. This can definitely help your target audience to engage with the games in a better way and bring you the financial success that you have always wanted. Hence make sure that you have the best gaming experts to work on your project so that your games are made using the data produced by AI and ML.