The Power Of Machine Learning In Game Development
From healthcare, military training to education, machine learning tools have made their way into every industry possible. It is slowly but surely, influencing decision-making in major corporations and fuelling a gradual evolution in how we live our lives.
Discussions around ML continue to permeate the tech industry, and its role in combating cyber scams and fraud has been discussed in detail. In such a scenario, where does gaming stand in relation to the developments taking place in this field?
The mobile gaming industry, in particular, is witnessing a boom in popularity. It is believed that there are around 2.2 billion mobile gamers around the world. This is a considerable number that continues to grow as we speak.
Gamers are known to always be on the lookout for better gaming experiences. In such a scenario, machine learning can not only help in the development of better games, but also lead the way for enhanced monetization of mobile gaming apps. This piece highlights some of the advantages of embracing ML tools and algorithms in gaming.
What Is Machine Learning?
Machine learning is a subfield of artificial intelligence. ML algorithms allow systems to become more accurate and intelligent over time through the assessment of experiences and by accessing and making sense of a vast pool of data. Thus, the system gets optimized with time without having to be programmed by humans.
Advantages Of ML In Mobile Gaming
While machine learning algorithms have already made a foray into the gaming world, a lot remains to be done. There is a huge potential for game development companies to tap into machine learning to create more engrossing challenges and realistic gaming environments. With proper implementation, gaming environments can change depending on players’ actions and their choices. Most importantly, it can make interactions between players and bots (non-playable characters) even more dynamic and surprising. NPCs will be able to frame their approach based on the actions of the gamer in question.
Did you know that game development companies spend days and weeks crafting these NPCs? However, with ML algorithms this task can be accelerated and accomplished in record time by falling back upon human players’ data.
In addition to boosting the gaming experience, ML algorithms also open up multiple windows for game developers to increase their profit margins. For instance, it can improve the accuracy of predictions around the in-game offers that are bound to attract the attention of individual gamers.
Whether it is a strategy game, a roleplaying one, or even a simple mobile crossword game, machine learning has the ability to make your creations more interactive, intuitive, and creative.
We can say with fair certainty that more innovations will follow in the field of machine learning, which will have a massive impact on the gaming industry. Its entry has made mobile gaming apps ready for the new generation, which loves immersive, glitch-free gaming environments. In the coming months, we will see increased adoption and exciting applications of machine learning in this particular industry, which will inevitably drive engagement and lead to the creation of excellent products.