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A Framework for Enhancing Emotion Expression in Non-Playable Characters Using Large Language Models

Contributo in Atti di convegno
Data di Pubblicazione:
2025
Citazione:
A Framework for Enhancing Emotion Expression in Non-Playable Characters Using Large Language Models / M. Ligabue, S. Brambilla, L.A. Ripamonti, F. Bultrini, A. Zaniboni, N.A. Borghese (LECTURE NOTES IN COMPUTER SCIENCE). - In: Extended Reality. XR-Annual (XR Salento)[s.l] : Springer, 2025 Sep 03. - ISBN 978-3-031-97777-0. - pp. 3-22 (( International Conference, Proceedings, Part VI : June, 17 - 20 Otranto 2025 [10.1007/978-3-031-97778-7_1].
Abstract:
This study introduces a novel framework for enhancing the dynamic interactions between players and Virtual Humans (VH) in immersive environments. While we mainly focus on video games, this work has various applications in other fields, such as marketing, health, fiction, and robotics. Leveraging recent advances in Artificial Intelligence (AI) and Natural Language Processing (NLP), the system generates contextually responsive dialogue and adaptive emotional behaviors using Large Language Models (LLM). The system is designed with multiple interrelated components that collectively enable a seamless integration of personality expression, dialogue generation, emotion simulation, and realtime visual rendering, through an experimental communication protocol with Gemini. Experimental evaluations conducted in both Virtual Reality (VR) and non-VR settings indicate a generally positive reception, with participants reporting innovative character credibility, enhanced emotional expressiveness, and heightened overall immersion. The results underscore the potential of AI-driven VHs to overcome the limitations of traditional scripted systems, thereby enriching narrative engagement and interactive experiences. Future work will focus on further refining emotion recognition and extending the framework to support increasingly complex interactive scenarios.
Tipologia IRIS:
03 - Contributo in volume
Keywords:
Virtual Humans; Non-Playable Characters; Artificial Intelligence; Large Language Models; Dialogue System; Emotion Simulation;
Elenco autori:
M. Ligabue, S. Brambilla, L.A. Ripamonti, F. Bultrini, A. Zaniboni, N.A. Borghese
Autori di Ateneo:
BORGHESE NUNZIO ALBERTO ( autore )
BRAMBILLA SUSANNA ( autore )
RIPAMONTI LAURA ANNA ( autore )
Link alla scheda completa:
https://air.unimi.it/handle/2434/1171577
Titolo del libro:
Extended Reality. XR-Annual (XR Salento)
Progetto:
Action Interaction between Humanoid Robots and Children with Autism Spectrum Disorders (ASD) within a social context (AIRCA)
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