Artificial Intelligence in PUBG Mobile: Enhancing the Gaming Experience and Integration Challenges Oussama BENYAS, 06/11/202406/11/2024 Partager l'article facebook linkedin emailwhatsapptelegram FRENSH Artificial Intelligence (AI) plays an increasingly important role in video games, and PUBG Mobile, one of the world’s most popular battle royale games, is no exception. AI is used to improve gameplay, optimize performance, and increase player engagement. This article explores how AI is integrated into PUBG Mobile, its applications, benefits, and challenges.1. Introduction to Artificial Intelligence in Video GamesAI in video games encompasses any technology that allows characters, environments, and systems to act autonomously or semi-autonomously. In a complex environment like battle royale, PUBG Mobile uses AI to simulate realistic human behaviors, maintain balance within the game, and provide an immersive experience for users.The introduction of AI-controlled bots in early levels exemplifies this. These bots allow new players to acclimate to the game without the pressure of facing experienced players. AI is also used in matchmaking, moderating inappropriate behavior, and continuously enhancing the user experience.2. Applications of Artificial Intelligence in PUBG MobileAI in PUBG Mobile takes on various forms, each with a specific purpose. Here are the main applications:A. AI Bots and New Player SupportAI-controlled bots are particularly helpful for new players. In the first few levels, players are matched with bots of different skill levels. This allows newcomers to get a feel for the game without being overwhelmed by highly experienced players. These bots are programmed to behave realistically, though they tend to be more predictable and less aggressive than human players.B. Smart Matchmaking OptimizationIn a competitive game like PUBG Mobile, grouping players fairly is essential. AI uses matchmaking algorithms that consider factors like skill level, gameplay history, and recent performance. This creates balanced games where each player has a reasonable chance of winning, enhancing user satisfaction and engagement.C. Anti-Cheat ManagementCheating is a significant challenge in multiplayer games. PUBG Mobile uses AI systems to detect abnormal behavior and flag suspicious players. These systems analyze players’ movements and actions, identifying anomalies such as instant kills or unusually high speeds. By reducing cheating, AI enhances the integrity of the game.D. Difficulty AdjustmentTo keep players engaged, PUBG Mobile uses AI to adjust game difficulty. For example, as a player improves, the AI may increase bot difficulty or create more intense situations. This constant adaptation keeps players challenged without causing frustration.E. Personalizing the User ExperienceAI also analyzes player behaviors to adjust certain features. Recommendations for equipment, landing zones, and even game modes can be influenced by a player’s habits. This personalization helps maintain players’ interest.3. Benefits of AI in PUBG MobileThe integration of AI in PUBG Mobile offers several advantages that directly impact the user experience.A. Smoother GameplayAI ensures that players of varying skill levels can find balanced matches. Bots in early levels allow new players to familiarize themselves with the game without excessive frustration, while matchmaking minimizes inequalities.B. Reduced CheatingAI-based anti-cheat systems are essential for the longevity of PUBG Mobile. By detecting and banning cheaters, AI ensures a fair competitive environment, improving the game’s reputation and encouraging dedicated players to stay engaged.C. Extended EngagementBy adjusting difficulty and personalizing the experience, AI keeps players engaged longer. Recommendations based on players’ preferences and past performances enable them to discover aspects of the game that captivate them more.D. Game Resource OptimizationAI also helps optimize resource use. For instance, AI can control item distribution across the map, ensuring that each player has a fair chance of finding equipment.4. Challenges and Limitations of Artificial Intelligence in PUBG MobileWhile AI significantly enhances PUBG Mobile, it presents some challenges.A. Bot LimitationsWhile bots ease the early stages, they can become predictable and may not offer the same level of challenge as human players, especially for experienced gamers. Excessive reliance on bots could also create an artificial game experience that may not appeal to everyone.B. Cheat Detection and False PositivesThough AI is effective at spotting cheaters, it can sometimes make mistakes. Legitimate players might be banned by mistake, harming the game’s reputation. The complexity of detecting cheaters requires continuous updates to stay effective without generating false positives.C. Privacy RisksThe AI in PUBG Mobile continuously analyzes player behaviors. While this improves the gaming experience, it raises privacy concerns as user data is constantly processed. The developer must ensure that data is stored securely and used ethically.D. Repetition and PredictabilityPersonalization algorithms can end up limiting players’ experiences by frequently suggesting the same types of games or weapons. This can create a « bubble effect » where the player does not explore other aspects of the game.5. Future Prospects for AI in PUBG MobileAI will undoubtedly continue to evolve in PUBG Mobile to improve gameplay quality and meet the increasing expectations of players. With advancements in technology such as deep learning, AI could become even more sophisticated. Here are some future prospects:A. Smarter and More Realistic BotsAdvances in AI allow the creation of bots that better mimic human behaviors. One can imagine bots that learn strategies from top players and adapt their behaviors based on the players they encounter.B. Finer Analysis of Player BehaviorsAI could analyze players’ emotions through their gameplay choices or interactions. This analysis could be used to make the game more engaging or suggest personalized content.C. Expanding AI-Based ModerationAI could also be used to monitor in-game chat and automatically flag inappropriate behavior. This proactive moderation would contribute to a healthier, more inclusive gaming community.D. Augmented Reality and ImmersionWith advancements in AI, PUBG Mobile could introduce augmented reality elements for an even more immersive experience. Augmented reality AI could interact with players in real-time, creating experiences beyond the current limits of mobile gaming.ConclusionArtificial intelligence is a major asset in the PUBG Mobile experience, playing a central role in personalization, moderation, gameplay balance, and cheat prevention. In addition to easing the learning curve for new players, AI ensures a fairer and more engaging gaming environment. However, its deployment does come with challenges, particularly in terms of privacy and accuracy. As technology advances, PUBG Mobile has the potential to push the boundaries of AI in gaming, offering players an increasingly rich and immersive experience. Technologie et jeux