[ Paper ]
This is the official repository for the survey paper "True-to-Role, Tailored-to-You: A Survey of Role-Playing LLM Agents".
Abstract:
Role-playing, anchored in sociology and psychology, involves enacting a character within a context. With the emergence of Large Language Models (LLMs), role-playing has become a compelling application. However, existing research often fragments into separate lines of predefined identity and adaptive behavior. To address this, we present a systematic survey from a unified StaticโDynamic perspective:
- ๐ญ Static Persona: A prescriptive anchor of identity (who the agent is), differentiating it from general assistants.
- ๐ง Dynamic Memory: Experience evolved through interactions, decomposed into Self Memory (internal consistency) and User Memory (external personalization).
This repository maintains a curated list of papers discussed in our survey.
If you find this survey useful for your research, please cite:
@article{Wu2025Survey,
title={True-to-Role, Tailored-to-You: A Survey of Role-Playing LLM Agents},
author={},
journal={arXiv preprint arXiv:25XX.XXXXX},
year={2025}
}