Cover Image

HER: Human-like Reasoning and Reinforcement Learning for LLM Role-playing

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Du, Chengyu, Wang, Xintao, Chen, Aili, Li, Weiyuan, Xu, Rui, Liu, Junteng, Huang, Zishan, Tian, Rong, Sun, Zijun, Li, Yuhao, Feng, Liheng, Ding, Deming, Zhao, Pengyu, Xiao, Yanghua
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Curse of Knowledge: When Complex Evaluation Context Benefits yet Biases LLM Judges
by: Li, Weiyuan, et al.
Published: (2025)

Self-playing Adversarial Language Game Enhances LLM Reasoning
by: Cheng, Pengyu, et al.
Published: (2024)

DIVE: Scaling Diversity in Agentic Task Synthesis for Generalizable Tool Use
by: Chen, Aili, et al.
Published: (2026)

HumanLLM: Benchmarking and Improving LLM Anthropomorphism via Human Cognitive Patterns
by: Wang, Xintao, et al.
Published: (2026)

DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling
by: Chen, Aili, et al.
Published: (2025)

Can LLMs Learn to Map the World from Local Descriptions?
by: Xia, Sirui, et al.
Published: (2025)

From AI Assistant to AI Scientist: Autonomous Discovery of LLM-RL Algorithms with LLM Agents
by: Xia, Sirui, et al.
Published: (2026)

WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents
by: Liu, Junteng, et al.
Published: (2025)

SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond
by: Liu, Junteng, et al.
Published: (2025)

ARIA: Training Language Agents with Intention-Driven Reward Aggregation
by: Yang, Ruihan, et al.
Published: (2025)

ARM: Adaptive Reasoning Model
by: Wu, Siye, et al.
Published: (2025)

Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data
by: Ran, Yiting, et al.
Published: (2024)

High-Resolution Visual Reasoning via Multi-Turn Grounding-Based Reinforcement Learning
by: Huang, Xinyu, et al.
Published: (2025)

VideoSeg-R1:Reasoning Video Object Segmentation via Reinforcement Learning
by: Xu, Zishan, et al.
Published: (2025)

Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs
by: Zhang, Yifei, et al.
Published: (2024)

Towards Understanding Self-play for LLM Reasoning
by: Chae, Justin Yang, et al.
Published: (2025)

From Persona to Personalization: A Survey on Role-Playing Language Agents
by: Chen, Jiangjie, et al.
Published: (2024)

Better LLM Reasoning via Dual-Play
by: Zhang, Zhengxin, et al.
Published: (2025)

Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models
by: Du, Chengyu, et al.
Published: (2024)

TravelAgent: An AI Assistant for Personalized Travel Planning
by: Chen, Aili, et al.
Published: (2024)

AgentHER: Hindsight Experience Replay for LLM Agent Trajectory Relabeling
by: Ding, Liang
Published: (2026)

A new species and a new synonym of the genus Nemoura Latrielle, 1796 (Plecoptera: Nemouridae) from China
by: Lin, Aili, et al.
Published: (2025)

LogReasoner: Empowering LLMs with Expert-like Coarse-to-Fine Reasoning for Automated Log Analysis
by: Ma, Lipeng, et al.
Published: (2025)

BookWorld: From Novels to Interactive Agent Societies for Creative Story Generation
by: Ran, Yiting, et al.
Published: (2025)

Character is Destiny: Can Role-Playing Language Agents Make Persona-Driven Decisions?
by: Xu, Rui, et al.
Published: (2024)

Leveraging Knowledge Graphs and LLM Reasoning to Identify Operational Bottlenecks for Warehouse Planning Assistance
by: Parekh, Rishi, et al.
Published: (2025)

CoSER: A Comprehensive Literary Dataset and Framework for Training and Evaluating LLM Role-Playing and Persona Simulation
by: Wang, Xintao, et al.
Published: (2025)

Atoxia: Red-teaming Large Language Models with Target Toxic Answers
by: Du, Yuhao, et al.
Published: (2024)

Absolute Zero: Reinforced Self-play Reasoning with Zero Data
by: Zhao, Andrew, et al.
Published: (2025)

Pest-Thinker: Learning to Think and Reason like Entomologists via Reinforcement Learning
by: Li, Xueheng, et al.
Published: (2026)

CSRP: Chain-of-Thought Reasoning for Chinese Text Correction via Reinforcement Learning with Efficiency-Aware Rewards
by: Tian, Wei, et al.
Published: (2026)

T1: Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling
by: Hou, Zhenyu, et al.
Published: (2025)

Knowledge Reasoning Involving Four Types of Syllogisms
by: Wei, Long, et al.
Published: (2025)

CEM: A Data-Efficient Method for Large Language Models to Continue Evolving From Mistakes
by: Zhao, Haokun, et al.
Published: (2024)

Thinking in Many Modes: How Composite Reasoning Elevates Large Language Model Performance with Limited Data
by: Ahmad, Zishan, et al.
Published: (2025)

Functional Connectivity Changes of Anti‐N‐Methyl‐D‐Aspartate Receptor Encephalitis: A Graph‐Theoretic and Topology‐Based Study
by: Rui Qian, et al.
Published: (2025)

ARISE: Agent Reasoning with Intrinsic Skill Evolution in Hierarchical Reinforcement Learning
by: Li, Yu, et al.
Published: (2026)

Alpha-R1: Alpha Screening with LLM Reasoning via Reinforcement Learning
by: Jiang, Zuoyou, et al.
Published: (2025)

On the nonvanishing condition for $A_{\mathfrak q}(λ)$ of $U(p,q)$ in the mediocre range
by: Du, Chengyu
Published: (2024)

OPPO: Bayesian Value Recursion for Token-Level Credit Assignment in LLM Reasoning
by: Li, Yu, et al.
Published: (2026)