A survey on large language model based autonomous agents

L Wang, C Ma, X Feng, Z Zhang, H Yang… - Frontiers of Computer …, 2024 - Springer
Autonomous agents have long been a research focus in academic and industry
communities. Previous research often focuses on training agents with limited knowledge …

Exploring large language model based intelligent agents: Definitions, methods, and prospects

Y Cheng, C Zhang, Z Zhang, X Meng, S Hong… - arXiv preprint arXiv …, 2024 - arxiv.org
Intelligent agents stand out as a potential path toward artificial general intelligence (AGI).
Thus, researchers have dedicated significant effort to diverse implementations for them …

Teaching large language models to reason with reinforcement learning

A Havrilla, Y Du, SC Raparthy, C Nalmpantis… - arXiv preprint arXiv …, 2024 - arxiv.org
Reinforcement Learning from Human Feedback (\textbf {RLHF}) has emerged as a dominant
approach for aligning LLM outputs with human preferences. Inspired by the success of …

Player-driven emergence in llm-driven game narrative

X Peng, J Quaye, S Rao, W Xu… - … IEEE Conference on …, 2024 - ieeexplore.ieee.org
We explore how interaction with large language models (LLMs) can give rise to emergent
behaviors, empowering players to participate in the evolution of game narratives. Our …

MemoryRepository for AI NPC

S Zheng, K He, L Yang, J Xiong - IEEE Access, 2024 - ieeexplore.ieee.org
Since the release of ChatGPT, large language models (LLMs) have played a huge role in
various industries. In the field of games, we have used LLMs to act as intelligent AI NPC …

Synthesizing facial expressions in dyadic human–robot interaction

AH Sham, P Tikka, D Lamas, G Anbarjafari - Signal, Image and Video …, 2024 - Springer
Generative artificial intelligence (GenAI) can be used to create facial expressions of artificial
human characters in real time based on the training dataset. However, the bottleneck that …

[PDF][PDF] Character Creation and Digital Storytelling using Generative AI

LN Cabe, L Woolbright, M Stephenson - 2024 - digraa.org
Recent advances in generative AI technology have led to many industry experts and
academics questioning the potential role it may have within future game development, with …

Intelligent Educational Robots in Early Childhood Education: Building the Future

H Dinler - Intelligent Educational Robots: Toward Personalized …, 2024 - books.google.com
This chapter explores the transformative potential of intelligent educational robots (IERs) in
early childhood education, focusing on their ability to foster creativity, personalize learning …

FedNPC: A Federated Learning Framework for Large Language Models in Game NPCs

M Hong, K Zhang, S Zhang, Z He - 2023 IEEE 21st Student …, 2023 - ieeexplore.ieee.org
In many modern video games, NPCs often remain unfazed while surrounded by a hail of
bullets. The unrealistic behaviors exhibited by game agents can distract from player …