Cover Image

EVE-Agent: Evidence-Verifiable Self-Evolving Agents

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Arai, Yamato, Ichikawa, Yuma
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

From Self-Evolving Synthetic Data to Verifiable-Reward RL: Post-Training Multi-turn Interactive Tool-Using Agents
by: Gao, Jiaxuan, et al.
Published: (2026)

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

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

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

SkillOS: Learning Skill Curation for Self-Evolving Agents
by: Ouyang, Siru, et al.
Published: (2026)

ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory
by: Ouyang, Siru, et al.
Published: (2025)

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

Optimization by Parallel Quasi-Quantum Annealing with Gradient-Based Sampling
by: Ichikawa, Yuma, et al.
Published: (2024)

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

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

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

Towards AGI A Pragmatic Approach Towards Self Evolving Agent
by: Kar, Indrajit, et al.
Published: (2026)

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

Sign Lock-In: Randomly Initialized Weight Signs Persist and Bottleneck Sub-Bit Model Compression
by: Sakai, Akira, et al.
Published: (2026)

SmartSnap: Proactive Evidence Seeking for Self-Verifying Agents
by: Cai, Shaofei, et al.
Published: (2025)

MetaAgent: Toward Self-Evolving Agent via Tool Meta-Learning
by: Qian, Hongjin, et al.
Published: (2025)

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

LPCD: Unified Framework from Layer-Wise to Submodule Quantization
by: Ichikawa, Yuma, et al.
Published: (2025)

WebCoach: Self-Evolving Web Agents with Cross-Session Memory Guidance
by: Liu, Genglin, et al.
Published: (2025)

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

VerifiAgent: a Unified Verification Agent in Language Model Reasoning
by: Han, Jiuzhou, et al.
Published: (2025)

Agent Alignment in Evolving Social Norms
by: Li, Shimin, et al.
Published: (2024)

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

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

Recon, Answer, Verify: Agents in Search of Truth
by: Shukla, Satyam, et al.
Published: (2025)

Verify Before You Commit: Towards Faithful Reasoning in LLM Agents via Self-Auditing
by: Yuan, Wenhao, et al.
Published: (2026)

EVE: A Domain-Specific LLM Framework for Earth Intelligence
by: Atrio, Àlex R., 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)

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

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

Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence
by: Dong, Guanting, et al.
Published: (2026)

AgentGym: Evolving Large Language Model-based Agents across Diverse Environments
by: Xi, Zhiheng, et al.
Published: (2024)

Universe Routing: Why Self-Evolving Agents Need Epistemic Control
by: Wang, Zhaohui Geoffrey
Published: (2026)

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

SEMA-RAG: A Self-Evolving Multi-Agent Retrieval-Augmented Generation Framework for Medical Reasoning
by: Huang, Yongfeng, et al.
Published: (2026)

AgentV-RL: Scaling Reward Modeling with Agentic Verifier
by: Zhang, Jiazheng, et al.
Published: (2026)

COMPASS: Enhancing Agent Long-Horizon Reasoning with Evolving Context
by: Wan, Guangya, et al.
Published: (2025)

MMG2Skill: Can Agents Distill In-the-Wild Guides into Self-Evolving Skills?
by: Che, Xinyu, et al.
Published: (2026)

EvoConfig: Self-Evolving Multi-Agent Systems for Efficient Autonomous Environment Configuration
by: Guo, Xinshuai, et al.
Published: (2026)

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective
by: Wang, Yuyao, et al.
Published: (2026)