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  Published Paper Details:

  Paper Title

Advanced AI Techniques in Game Development: From Procedural Content Generation to Intelligent Agents

  Authors

  Arjun Nair,  Dr. P. Logeswari

  Keywords

Artificial Intelligence, Game Development, Procedural Content Generation, Reinforcement Learning, Monte Carlo tree search, Neuroevolution.

  Abstract


Artificial intelligence significantly alters the game industry as it helps raise the quality of a game playexperience and interaction between games and their players. Among the methods of AI are Procedural ContentGeneration (PCG), Reinforcement Learning (RL), Monte Carlo Tree Search (MCTS), and Neuroevolution, whichattribute games with autonomous generation of content, agent behavior adaptation, and strategical immersive decision making. PCG allows developers to create almost limitless voluminous varied game environments and levels that offer different game experiences every time it is played. Reinforcement Learning provides adaptive AI agents with the capability to learn from player behavior in real time and optimize their strategies for overcoming the dynamic challenge that develops in pace with the growth of the player's skills. Monte Carlo Tree Search is an enhancement over the decision-making process within complex scenarios, in which AI opponents can functionally assess possible actions and the results of those actions. Meanwhile, Neuroevolution combines the power of genetic algorithms and neural networks. In the realm of simulated evolution, intelligent agents can even evolve their strategies based on environmental pressures. Real-world applications and case studies give a glimpse into the various forms AI technologies reshape interactions in the gaming ecosystem. From enriching single-player campaigns to revolutionizing multiplayer dynamics, AI encourages fluid and vibrant relationships among players and digital worlds. This, in turn, rediscovers gameplay and provides new avenues forinnovation and creativity in game design with a focus on the role of AI in deeper gaming experiences and simulations.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2504102

  Paper ID - 280563

  Page Number(s) - a819-a824

  Pubished in - Volume 13 | Issue 4 | April 2025

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Arjun Nair,  Dr. P. Logeswari,   "Advanced AI Techniques in Game Development: From Procedural Content Generation to Intelligent Agents", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 4, pp.a819-a824, April 2025, Available at :http://www.ijcrt.org/papers/IJCRT2504102.pdf

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ISSN: 2320-2882
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Journal Starting Year (ESTD) : 2013
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ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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