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cs.CL2026
Role-Playing Agents Driven by Large Language Models: Current Status, Challenges, and Future Trends
Ye Wang, Jiaxing Chen, Hongjiang Xiao
In recent years, with the rapid advancement of large language models (LLMs), role-playing language agents (RPLAs) have emerged as a prominent research focus at the intersection of…
cs.CL2025
PsyMem: Fine-grained psychological alignment and Explicit Memory Control for Advanced Role-Playing LLMs
Xilong Cheng, Yunxiao Qin, Yuting Tan +4
Existing LLM-based role-playing methods often rely on superficial textual descriptions or simplistic metrics, inadequately modeling both intrinsic and extrinsic character dimension…