El Futuro de los Videojuegos: Cómo la Inteligencia Artificial está Revolucionando la Industria
DOI:
https://doi.org/10.32870/recibe.v13i3.373Palabras clave:
Inteligencia Artificial, Videojuegos, Participación del Jugador, Diseño de Juegos, Aprendizaje AutomáticoResumen
La Inteligencia Artificial (IA) no es solo una herramienta para mejorar los videojuegos; está revolucionando toda la industria. Este artículo de opinión explora cómo la IA está transformando las experiencias de juego, mejorando la participación de los jugadores y reformulando el diseño de los juegos. Sostenemos que el papel de la IA en los videojuegos no solo es beneficioso, sino esencial para el futuro del entretenimiento interactivo. A través de una examinación de las tendencias actuales y las posibilidades futuras, proporcionamos nuestra perspectiva sobre los profundos impactos de la IA en el mundo de los videojuegos.Citas
Togelius, J., Justinussen, T., & Hartzen, A. (2012). Compositional procedural content generation. In Proceedings of the third workshop on Procedural Content Generation in Games (PCG'12) (pp. 1-4). Association for Computing Machinery. https://doi.org/10.1145/2538528.2538541
Yannakakis, G. N., & Togelius, J. (2018). Artificial Intelligence and Games. Springer. https://doi.org/10.1007/978-3-319-63519-4
Spronck, P., Ponsen, M., Sprinkhuizen-Kuyper, I., & Postma, E. (2006). Adaptive game AI with dynamic scripting. Machine Learning, 63(3), 217–248. https://doi.org/10.1007/s10994-006-6205-6
Khalifa, A., Bontrager, P., Earle, S., & Togelius, J. (2020). PCGRL: Procedural content generation via reinforcement learning. Proceedings of the 16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE 2020). https://doi.org/10.1609/aiide.v16i1.7416
Jaderberg, M., Mnih, V., Czarnecki, W. M., & Silver, D. (2019). Human-level performance in multiplayer games with deep reinforcement learning. Science, 364(6443), 859-865. https://doi.org/10.1126/science.aau6249
Wake, I., & Lee, N. (2024). Legend of Zelda Breath of the Wild and the lens of curiosity. In N. Lee (Ed.), Encyclopedia of computer graphics and games (pp. 343). Springer. https://doi.org/10.1007/978-3-031-23161-2_343
Domingues, J. M., Filipe, V., Carita, A., & Carvalho, V. (2024). Understanding the impact of perceived challenge on narrative immersion in video games: The role-playing game genre as a case study. Information, 15(6), 294. https://doi.org/10.3390/info15060294
Romero-Mendez, E. A., Santana-Mancilla, P. C., Garcia-Ruiz, M., Montesinos-López, O. A., & Anido-Rifón, L. E. (2023). The use of deep learning to improve player engagement in a video game through a dynamic difficulty adjustment based on skills classification. Applied Sciences, 13(14), 8249. https://doi.org/10.3390/app13148249
Arif, S., Arif, T., Haroon, M. S., Khan, A. J., Raza, A. A., & Athar, A. (2024). The art of storytelling: Multi-agent generative AI for dynamic multimodal narratives. arXiv. https://doi.org/10.48550/arXiv.2409.11261
Streicher, A., & Smeddinck, J. D. (2016). Personalized and adaptive serious games. In R. Dörner, S. Göbel, M. Kickmeier-Rust, M. Masuch, & K. Zweig (Eds.), Entertainment computing and serious games (Vol. 9970, pp. 332-377). Springer, Cham. https://doi.org/10.1007/978-3-319-46152-6_14
Švelch, J. (2020). Should the monster play fair?: Reception of artificial intelligence in alien: isolation. Game Studies, 20(2), 243-260.
Mortazavi, F., Moradi, H., & Vahabie, A. H. (2024). Dynamic difficulty adjustment approaches in video games: A systematic literature review. Multimedia Tools and Applications. https://doi.org/10.1007/s11042-024-18768-x
Saranya Rubini, S., Ram, R. V., Narasiman, C. V., Umar, J. M., & Naveen, S. (2023). Behaviors of modern game non-playable characters. In V. Bindhu, J. M. R. S. Tavares, & C. Vuppalapati (Eds.), Proceedings of Fourth International Conference on Communication, Computing and Electronics Systems (Vol. 977, pp. 345–356). Springer, Singapore. https://doi.org/10.1007/978-981-19-7753-4_27
Bormann, D., & Greitemeyer, T. (2020). Video games to foster empathy: A critical analysis of the potential of Detroit: Become Human and The Walking Dead. In Universal Access in Human-Computer Interaction. Applications and Practice (pp. 212–228). Springer. https://doi.org/10.1007/978-3-030-49108-6_16
Jaderberg, M., Czarnecki, W. M., Dunning, I., Marris, L., Lever, G., Castaneda, A. G., ... & Silver, D. (2019). Human-level performance in 3D multiplayer games with population-based reinforcement learning. Science, 364(6443), 859-865. https://doi.org/10.1126/science.aau6249
Fronek, R., Göbl, B., & Hlavacs, H. (2020). Procedural Creation of Behavior Trees for NPCs. In Nunes, N.J., Ma, L., Wang, M., Correia, N., & Pan, Z. (eds.), Entertainment Computing – ICEC 2020. Lecture Notes in Computer Science, vol 12523. Springer, Cham. https://doi.org/10.1007/978-3-030-65736-9_26
Soliman, M. M., Ahmed, E., Darwish, A., & et al. (2024). Artificial intelligence powered Metaverse: Analysis, challenges, and future perspectives. Artificial Intelligence Review, 57, 36. https://doi.org/10.1007/s10462-023-10641-x
Wang, S. (2023). Effect of VR on Video games storytelling. Highlights in Science, Engineering and Technology, 39, 131-137. https://doi.org/10.54097/hset.v39i.6513
Zeng, G. (2023). A review of AI-based game NPCs research. Applied and Computational Engineering, 15, 155-159. https://doi.org/10.54254/2755-2721/15/20230827
Khatri, P. (2023). The Gaming Experience With AI. In I. Management Association (Ed.), Research Anthology on Game Design, Development, Usage, and Social Impact (pp. 14-30). IGI Global. https://doi.org/10.4018/978-1-6684-7589-8.ch002
Cook, M. (2017). Ethical procedural generation. In K. Zrehen & M. Eldridge (Eds.), Procedural generation in game design (pp. 101-118). CRC Press. https://doi.org/10.1201/9781315156378-6
Dubé, M., & Ashlock, D. (2021). Procedural content generation of levels with increased connectedness using complex string generators. In 2021 IEEE Symposium Series on Computational Intelligence (SSCI) (pp. 1-8). IEEE. https://doi.org/10.1109/SSCI50451.2021.9660059
Tak, A. (2022). Advanced AI applications in gaming with cloud-powered media and entertainment experiences. Journal of Artificial Intelligence & Cloud Computing, 1(1), 1-4. https://doi.org/10.47363/JAICC/2022(1)152
Nyyssölä, J. (2020). Assessing the effects of blockchains in video games: Case ikuneracers (Master's thesis, J. Nyyssölä).
Sartori, L., & Theodorou, A. (2022). A sociotechnical perspective for the future of AI: narratives, inequalities, and human control. Ethics and Information Technology, 24(1), 4. https://doi.org/10.1007/s10676-022-09624-3