Building Persona Consistent Dialogue Agents with Offline Reinforcement Learning

16 October 2023

Papers citing "Building Persona Consistent Dialogue Agents with Offline Reinforcement Learning"

8 / 8 papers shown

Title
Enhancing Persona Consistency for LLMs' Role-Playing using Persona-Aware Contrastive Learning Ke Ji Yixin Lian Linxu Li Jingsheng Gao Weiyuan Li Bin Dai 36 0 0 22 Mar 2025
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents Xinyi Mou Xuanwen Ding Qi He Liang Wang Jingcong Liang ... L. Sun Jiayu Lin Jie Zhou Xuanjing Huang Zhongyu Wei LLMAG LM&Ro AI4CE 86 13 0 04 Dec 2024
The Oscars of AI Theater: A Survey on Role-Playing with Language Models Nuo Chen Yan Wang Yang Deng Jia Li 30 15 0 16 Jul 2024
From Persona to Personalization: A Survey on Role-Playing Language Agents Jiangjie Chen Xintao Wang Rui Xu Siyu Yuan Yikai Zhang ... Caiyu Hu Siye Wu Scott Ren Ziquan Fu Yanghua Xiao 50 76 0 28 Apr 2024
RL-GPT: Integrating Reinforcement Learning and Code-as-policy Shaoteng Liu Haoqi Yuan Minda Hu Yanwei Li Yukang Chen Shu Liu Zongqing Lu Jiaya Jia LLMAG 40 14 0 29 Feb 2024
Offline RL for Natural Language Generation with Implicit Language Q Learning Charles Burton Snell Ilya Kostrikov Yi Su Mengjiao Yang Sergey Levine OffRL 123 101 0 05 Jun 2022
Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration Weiyan Shi Yu Li Saurav Sahay Zhou Yu OffRL 112 26 0 31 Dec 2020
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 334 1,951 0 04 May 2020