Cover Image

Symbolic Learning Enables Self-Evolving Agents

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhou, Wangchunshu, Ou, Yixin, Ding, Shengwei, Li, Long, Wu, Jialong, Wang, Tiannan, Chen, Jiamin, Wang, Shuai, Xu, Xiaohua, Zhang, Ningyu, Chen, Huajun, Jiang, Yuchen Eleanor
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning
by: Qiao, Shuofei, et al.
Published: (2024)

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

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants
by: Ding, Dongyi, et al.
Published: (2025)

PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization
by: Tao, Meiling, et al.
Published: (2025)

Towards Faithful and Controllable Personalization via Critique-Post-Edit Reinforcement Learning
by: Zhu, Chenghao, et al.
Published: (2025)

AI PERSONA: Towards Life-long Personalization of LLMs
by: Wang, Tiannan, et al.
Published: (2024)

Memp: Exploring Agent Procedural Memory
by: Fang, Runnan, et al.
Published: (2025)

OceanGPT: A Large Language Model for Ocean Science Tasks
by: Bi, Zhen, et al.
Published: (2023)

KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
by: Zhu, Yuqi, et al.
Published: (2024)

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

LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
by: Zhu, Yuqi, et al.
Published: (2023)

Weaver: Foundation Models for Creative Writing
by: Wang, Tiannan, et al.
Published: (2024)

SEAL: Can Saturated Benchmarks Be Revived by LLM-as-a-Meta-Judge?
by: Chen, Jiamin, et al.
Published: (2026)

How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training
by: Ou, Yixin, et al.
Published: (2025)

MemEvolve: Meta-Evolution of Agent Memory Systems
by: Zhang, Guibin, et al.
Published: (2025)

EE-MCP: Self-Evolving MCP-GUI Agents via Automated Environment Generation and Experience Learning
by: He, Tiantian, et al.
Published: (2026)

AutoMind: Adaptive Knowledgeable Agent for Automated Data Science
by: Ou, Yixin, et al.
Published: (2025)

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration
by: Ding, Keyan, et al.
Published: (2025)

Geometric curvature effect on suppressing the Ion-Temperature-Gradient mode near the magnetic axis
by: Wu, Tiannan, et al.
Published: (2025)

CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners
by: Yao, Yunzhi, et al.
Published: (2025)

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

SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement
by: Fang, Runnan, et al.
Published: (2025)

Unveiling the Pitfalls of Knowledge Editing for Large Language Models
by: Li, Zhoubo, et al.
Published: (2023)

OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking
by: Xi, Zekun, et al.
Published: (2025)

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

Continual Multimodal Knowledge Graph Construction
by: Chen, Xiang, et al.
Published: (2023)

Agentic Knowledgeable Self-awareness
by: Qiao, Shuofei, et al.
Published: (2025)

EvolveReason: Self-Evolving Reasoning Paradigm for Explainable Deepfake Facial Image Identification
by: Zhou, Binjia, et al.
Published: (2026)

Efficient Agents: Building Effective Agents While Reducing Cost
by: Wang, Ningning, et al.
Published: (2025)

Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution
by: Qin, Tianrui, et al.
Published: (2025)

RareAgent: Self-Evolving Reasoning for Drug Repurposing in Rare Diseases
by: Qin, Lang, et al.
Published: (2025)

ClinicalReTrial: Clinical Trial Redesign with Self-Evolving Agents
by: Xing, Sixue, et al.
Published: (2026)

Self-Evolving Multi-Agent Collaboration Networks for Software Development
by: Hu, Yue, et al.
Published: (2024)

Towards Personalized Deep Research: Benchmarks and Evaluations
by: Liang, Yuan, et al.
Published: (2025)

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

EmbodiSkill: Skill-Aware Reflection for Self-Evolving Embodied Agents
by: Ju, Ruofei, et al.
Published: (2026)

Agent Planning with World Knowledge Model
by: Qiao, Shuofei, et al.
Published: (2024)

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

Evolving Medical Imaging Agents via Experience-driven Self-skill Discovery
by: Fan, Lin, et al.
Published: (2026)

FlashEvolve: Accelerating Agent Self-Evolution with Asynchronous Stage Orchestration
by: Hu, Zhengding, et al.
Published: (2026)