Copertina

WISE-Flow: Workflow-Induced Structured Experience for Self-Evolving Conversational Service Agents

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Zhou, Yuqing, Wang, Zhuoer, Yuan, Jie, Wang, Hong, Koelle, Samson, Zhu, Ziwei, Niu, Wei
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computation and Language
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

SEAD: Self-Evolving Agent for Multi-Turn Service Dialogue
di: Dai, Yuqin, et al.
Pubblicazione: (2026)

Mem$^2$Evolve: Towards Self-Evolving Agents via Co-Evolutionary Capability Expansion and Experience Distillation
di: Cheng, Zihao, et al.
Pubblicazione: (2026)

O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents
di: Wang, Piaohong, et al.
Pubblicazione: (2025)

EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle
di: Wu, Rong, et al.
Pubblicazione: (2025)

On Safety Risks in Experience-Driven Self-Evolving Agents
di: Zhao, Weixiang, et al.
Pubblicazione: (2026)

MindFlow+: A Self-Evolving Agent for E-Commerce Customer Service
di: Gong, Ming, et al.
Pubblicazione: (2025)

Rethinking Experience Utilization in Self-Evolving Language Model Agents
di: Zhao, Weixiang, et al.
Pubblicazione: (2026)

EvoFlow: Evolving Diverse Agentic Workflows On The Fly
di: Zhang, Guibin, et al.
Pubblicazione: (2025)

Fighting Spurious Correlations in Text Classification via a Causal Learning Perspective
di: Zhou, Yuqing, et al.
Pubblicazione: (2024)

SEW: Self-Evolving Agentic Workflows for Automated Code Generation
di: Liu, Siwei, et al.
Pubblicazione: (2025)

Turning Conversations into Workflows: A Framework to Extract and Evaluate Dialog Workflows for Service AI Agents
di: Choubey, Prafulla Kumar, et al.
Pubblicazione: (2025)

SkillOpt: Executive Strategy for Self-Evolving Agent Skills
di: Yang, Yifan, et al.
Pubblicazione: (2026)

FlowCompile: An Optimizing Compiler for Structured LLM Workflows
di: Li, Junyan, et al.
Pubblicazione: (2026)

Self-Evolving LLM Memory Extraction Across Heterogeneous Tasks
di: Yang, Yuqing, et al.
Pubblicazione: (2026)

ESC-Skills: Discovering and Self-Evolving Skills for Emotional Support Conversations
di: Zhu, Jie, et al.
Pubblicazione: (2026)

Ratchet: A Minimal Hygiene Recipe for Self-Evolving LLM Agents
di: Zhang, Xing, et al.
Pubblicazione: (2026)

Building Self-Evolving Agents via Experience-Driven Lifelong Learning: A Framework and Benchmark
di: Cai, Yuxuan, et al.
Pubblicazione: (2025)

Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes
di: Fu, Zihang, et al.
Pubblicazione: (2026)

SERM: Self-Evolving Relevance Model with Agent-Driven Learning from Massive Query Streams
di: Wang, Chenglong, et al.
Pubblicazione: (2026)

Conversation for Non-verifiable Learning: Self-Evolving LLMs through Meta-Evaluation
di: Sui, Yuan, et al.
Pubblicazione: (2026)

Symbolic Learning Enables Self-Evolving Agents
di: Zhou, Wangchunshu, et al.
Pubblicazione: (2024)

Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation
di: Wang, Siyuan, et al.
Pubblicazione: (2024)

EvolveSearch: An Iterative Self-Evolving Search Agent
di: Zhang, Dingchu, et al.
Pubblicazione: (2025)

Learning on the Job: An Experience-Driven Self-Evolving Agent for Long-Horizon Tasks
di: Yang, Cheng, et al.
Pubblicazione: (2025)

Structure-Aware RAG: Structured Retrieval Augmented Generation from Noisy Data for Conversational Agents
di: Han, Kaiqiao, et al.
Pubblicazione: (2026)

Do Self-Evolving Agents Forget? Capability Degradation and Preservation in Lifelong LLM Agent Adaptation
di: Yu, Ye, et al.
Pubblicazione: (2026)

ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization
di: Wang, Yinjie, et al.
Pubblicazione: (2025)

FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents
di: Xiao, Ruixuan, et al.
Pubblicazione: (2024)

SE-Search: Self-Evolving Search Agent via Memory and Dense Reward
di: Li, Jian, et al.
Pubblicazione: (2026)

A Self-Evolving Framework for Efficient Terminal Agents via Observational Context Compression
di: Ren, Jincheng, et al.
Pubblicazione: (2026)

SELAUR: Self Evolving LLM Agent via Uncertainty-aware Rewards
di: Zhang, Dengjia, et al.
Pubblicazione: (2026)

HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research
di: Zhu, Yinghao, et al.
Pubblicazione: (2025)

AutoFlow: Automated Workflow Generation for Large Language Model Agents
di: Li, Zelong, et al.
Pubblicazione: (2024)

MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents
di: Zhang, Haozhen, et al.
Pubblicazione: (2026)

Agent Workflow Memory
di: Wang, Zora Zhiruo, et al.
Pubblicazione: (2024)

SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience
di: Sun, Zeyi, et al.
Pubblicazione: (2025)

Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models
di: Zhou, Yuqing, et al.
Pubblicazione: (2024)

STELLA: Self-Evolving LLM Agent for Biomedical Research
di: Jin, Ruofan, et al.
Pubblicazione: (2025)

Isometry pursuit
di: Koelle, Samson, et al.
Pubblicazione: (2024)

SEAL: Self-Evolving Agentic Learning for Conversational Question Answering over Knowledge Graphs
di: Wang, Hao, et al.
Pubblicazione: (2025)