:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Author:	Zhang, Di
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence
Online Access:	https://arxiv.org/abs/2601.04620
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Agents of Change: Self-Evolving LLM Agents for Strategic Planning
by: Belle, Nikolas, et al.
Published: (2025)

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

Multi-Agent Evolve: LLM Self-Improve through Co-evolution
by: Chen, Yixing, et al.
Published: (2025)

EXG: Self-Evolving Agents with Experience Graphs
by: Jin, Yuxin, et al.
Published: (2026)

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

Zombie Agents: Persistent Control of Self-Evolving LLM Agents via Self-Reinforcing Injections
by: Yang, Xianglin, et al.
Published: (2026)

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

AgentFactory: A Self-Evolving Framework Through Executable Subagent Accumulation and Reuse
by: Zhang, Zhang, et al.
Published: (2026)

APEX: Autonomous Policy Exploration for Self-Evolving LLM Agents
by: Li, Yibo, et al.
Published: (2026)

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents
by: Liu, Jiaqi, et al.
Published: (2026)

Self-Evolving Software Agents
by: Robol, Marco, et al.
Published: (2026)

Autogenesis: A Self-Evolving Agent Protocol
by: Zhang, Wentao, et al.
Published: (2026)

Towards Feedback-to-Plan Decisions for Self-Evolving LLM Agents in CUDA Kernel Generation
by: Chong, Yee Hin, et al.
Published: (2026)

CODESKILL: Learning Self-Evolving Skills for Coding Agents
by: Li, Yanzhou, et al.
Published: (2026)

Alita-G: Self-Evolving Generative Agent for Agent Generation
by: Qiu, Jiahao, et al.
Published: (2025)

Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents
by: Lin, Minhua, et al.
Published: (2026)

EVE-Agent: Evidence-Verifiable Self-Evolving Agents
by: Arai, Yamato, et al.
Published: (2026)

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

SEDM: Scalable Self-Evolving Distributed Memory for Agents
by: Xu, Haoran, et al.
Published: (2025)

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents
by: Bao, Chongyu, et al.
Published: (2025)

Richelieu: Self-Evolving LLM-Based Agents for AI Diplomacy
by: Guan, Zhenyu, et al.
Published: (2024)

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

MorphAgent: Empowering Agents through Self-Evolving Profiles and Decentralized Collaboration
by: Lu, Siyuan, et al.
Published: (2024)

Live-SWE-agent: Can Software Engineering Agents Self-Evolve on the Fly?
by: Xia, Chunqiu Steven, et al.
Published: (2025)

COMAP: Co-Evolving World Models and Agent Policies for LLM Agents
by: Liu, Youwei, et al.
Published: (2026)

Swarm Skills: A Portable, Self-Evolving Multi-Agent System Specification for Coordination Engineering
by: Zhang, Xinyu, et al.
Published: (2026)

Evolving-RL: End-to-End Optimization of Experience-Driven Self-Evolving Capability within Agents
by: Fan, Zhiyuan, et al.
Published: (2026)

Behind EvoMap: Characterizing a Self-Evolving Agent-to-Agent Collaboration Network
by: Ye, Qiming, et al.
Published: (2026)

Frontier-Eng: Benchmarking Self-Evolving Agents on Real-World Engineering Tasks with Generative Optimization
by: Chi, Yizhe, et al.
Published: (2026)

AgentEvolver: Towards Efficient Self-Evolving Agent System
by: Zhai, Yunpeng, et al.
Published: (2025)

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

S1-NexusAgent: a Self-Evolving Agent Framework for Multidisciplinary Scientific Research
by: NexusAgent Team
Published: (2026)

PsychAgent: An Experience-Driven Lifelong Learning Agent for Self-Evolving Psychological Counselor
by: Yang, Yutao, et al.
Published: (2026)

Evolving Excellence: Automated Optimization of LLM-based Agents
by: Brookes, Paul, et al.
Published: (2025)

Genesis: Evolving Attack Strategies for LLM Web Agent Red-Teaming
by: Zhang, Zheng, et al.
Published: (2025)

Evolve as a Team: Collaborative Self-Evolution for LLM-based Multi-Agent Systems
by: Hao, Zhezheng, et al.
Published: (2026)

Self-Evolving Recommendation System: End-To-End Autonomous Model Optimization With LLM Agents
by: Wang, Haochen, et al.
Published: (2026)

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory
by: Wei, Tianxin, et al.
Published: (2025)

InfiAgent: Self-Evolving Pyramid Agent Framework for Infinite Scenarios
by: Yu, Chenglin, et al.
Published: (2025)

PolicyBank: Evolving Policy Understanding for LLM Agents
by: Choi, Jihye, et al.
Published: (2026)