Games are increasingly dependent on AI in various areas. Non-player characters get their intelligence, opponents learn to counteract you, the graphics core optimizes the spent PC resources, etc.
The higher the percentage of artificial intelligence implementation, the more dynamic, multifaceted, and non-linear games will become. In the long term, this is the most promising direction in game development.
Challenges and Limitations of AI in Game Development
AI in game development poses both promising opportunities and inherent challenges.
- Ensuring player immersion entails a striking delicate balance between realism and believability of non-playable characters (NPCs) and other AI-controlled elements. The aim is to create an environment where players are fully engaged without being disrupted by overly realistic or artificial interactions.
- Ethical concerns emerge as AI opponents in games are becoming increasingly advanced. Questions arise regarding the fairness of pitting players against AI opponents capable of decision-making and adaptation beyond human capabilities.
- Implementing AI in games necessitates substantial resources, encompassing computing power, data storage, and skilled engineers. Smaller game development studios may face challenges competing with larger counterparts that possess greater resources at their disposal.
- As AI in game development is still a relatively new field, the absence of standardization and best practices can perplex game developers when it comes to correct implementation.
- Furthermore, while AI technology has made remarkable strides, it still falls short of matching the ingenuity and spontaneity of human intelligence.
AI can also carry risks for users that need to be dealt with somehow. Most gamers now need a VPN for gaming to protect themselves from hackers who also use AI. They can pretend to be anyone or go undercover to steal your data. VeePN can be your shield to keep any leaks out.
The Role of Artificial Intelligence in Modern Game Development
To exemplify this, the AI algorithm requires data as rewards to generate optimal responses to specific stimuli. The extensive amount of information required to train AI algorithms is effectively not readily available, which might explain why AI adoption hasn’t permeated every industry, despite its countless features.
Game development, with its unique characteristics, serves as an ideal arena to explore and implement AI techniques. Most games already incorporate information generation and utilization, and their states, activities, and rewards are fairly well-defined.
#1 More Realistic Games
3D visualization techniques, physics-based stimuli, and more recently, virtual reality and augmented reality have advanced to include gaming. These technologies have empowered game developers to create intelligent, visually captivating games that were unimaginable a decade ago.
Instead of purely relying on great graphics, gamers now seek immersive experiences that mimic the real world. This poses a challenge for game developers, and artificial intelligence in gaming has risen to the occasion by addressing this demand. Imagine a game that not only explains and reacts to your actions but also predicts your next move and responds accordingly.
#2 Making Games Smarter
Voice intelligence powered by AI is revolutionizing the gaming landscape, offering a broader range of supported styles. Not only are AI-based games becoming more prevalent, but recent advancements also indicate their integration into console gaming. In the future, game developers will focus on building robust frameworks within games.
To achieve this, current AI techniques will be crucial. For instance, incorporating recognition and reinforcement of design elements will enable in-game characters to learn from their behavior and adapt accordingly. The gaming industry has taken notice of these developments, with some already implementing these innovative concepts.
#3 To Search for Cheaters
PlayerUnknown’s Battlegrounds (PUBG) has long been plagued by rampant cheating, even among professional players. Despite efforts to combat cheating during the game’s beta phase, exploits and loopholes in the anti-cheat system persist. However, now the company has implemented artificial intelligence (AI) to counter these cheaters, introducing a new level of security. In a recent blog post, PUBG’s anti-cheating team discussed the utilization of AI to identify fraudulent players.
When a player displays suspicious behavior, they are added to a watchlist and subjected to a verification process to determine if they are cheating. If confirmed, PUBG Corp will impose either a game ban or a hardware ban on the offending account. Additionally, PUBG Corp encourages players to report any instances of cheating they encounter. The availability of such reports is crucial in accurately identifying and addressing cheating, according to the team.
#4 Progress in Developer Skills
Developers must progress with AI, then noticeable progress will reach all areas of the game world. The virtual world is becoming more intelligent and realistic. All of these technologies are related to AI to a greater or lesser extent. However, the importance of people cannot be underestimated either, because it is they who contribute their creative efforts and diversify the inner world.
A noteworthy example is reinforcement learning, a subset of machine learning. The famous AI PC program AlphaGo defeating the world’s best human Go player serves as a prime example in this regard.
Artificial intelligence has long been a part of video game development, but its influence is still growing. With its help, game characters become smarter, it is possible to achieve better graphics and the uniqueness of each narrative.
Every day AI receives more data and offers characters more and more similar to real ones. Game developers will continue to use AI, and its potential is still not fully exploited. Let’s see where we come from in a couple of years.