Surveying the mllm landscape: A meta-review of current surveys

M Li, K Chen, Z Bi, M Liu, B Peng, Q Niu, J Liu… - arXiv preprint arXiv …, 2024 - arxiv.org
The rise of Multimodal Large Language Models (MLLMs) has become a transformative force
in the field of artificial intelligence, enabling machines to process and generate content …

A survey on LLM-based multi-agent systems: workflow, infrastructure, and challenges

X Li, S Wang, S Zeng, Y Wu, Y Yang - Vicinagearth, 2024 - Springer
The pursuit of more intelligent and credible autonomous systems, akin to human society, has
been a long-standing endeavor for humans. Leveraging the exceptional reasoning and …

Simulacra as conscious exotica

M Shanahan - Inquiry, 2024 - Taylor & Francis
The advent of conversational agents with increasingly human-like behaviour throws old
philosophical questions into new light. Does it, or could it, ever make sense to speak of AI …

A survey on large language model-based game agents

S Hu, T Huang, F Ilhan, S Tekin, G Liu… - arXiv preprint arXiv …, 2024 - arxiv.org
The development of game agents holds a critical role in advancing towards Artificial General
Intelligence (AGI). The progress of LLMs and their multimodal counterparts (MLLMs) offers …

Consistent game content creation via function calling for large language models

R Gallotta, A Liapis… - 2024 IEEE Conference on …, 2024 - ieeexplore.ieee.org
Tools for designing content require a medium that allows the designer to efficiently express
their creativity, and a system that ensures the content being designed adheres to the domain …

Measuring diversity of game scenarios

Y Li, Z Wang, Q Zhang, B Yuan, X Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
This survey comprehensively reviews the multi-dimensionality of game scenario diversity,
spotlighting the innovative use of procedural content generation and other fields as …

Goal-Oriented Interactions in Games Using LLMs

A Phillips, J Lang, D Mould - IEEE Transactions on Games, 2024 - ieeexplore.ieee.org
Unrealistic parser-based dialogue systems limit player agency. LLM characters can
enhance agency but lack structure and measurable objectives. We propose a framework for …

Games for Artificial Intelligence Research: A Review and Perspectives

C Hu, Y Zhao, Z Wang, H Du… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Games have been the perfect test-beds for artificial intelligence research for the
characteristics that widely exist in real-world scenarios. Learning and optimisation, decision …

Snake Story: Exploring Game Mechanics for Mixed-initiative Co-creative Storytelling Games

D Yang, E Kleinman, GM Troiano… - Proceedings of the 19th …, 2024 - dl.acm.org
Mixed-initiative co-creative storytelling games have existed for some time as a way to merge
storytelling with play. However, modern mixed-initiative co-creative storytelling games …

Game generation via large language models

C Hu, Y Zhao, J Liu - 2024 IEEE Conference on Games (CoG), 2024 - ieeexplore.ieee.org
Recently, the emergence of large language models (LLMs) has unlocked new opportunities
for procedural content generation. However, recent attempts mainly focus on level …