EvoAgentX/Awesome-Self-Evolving-Agents
[Survey] A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems
This is a curated collection of research papers and open-source tools for building AI agents that can improve their own performance over time. It provides an overview of various techniques, categorized by single-agent or multi-agent optimization, and outlines conceptual frameworks for these systems. Developers and researchers working with large language models will find this resource useful for understanding and implementing self-evolving AI capabilities.
1,939 stars. No commits in the last 6 months.
Use this if you are a researcher or developer looking to understand or implement cutting-edge techniques for building AI agents that can learn and adapt autonomously.
Not ideal if you are an end-user seeking a ready-to-use application; this is a technical resource for those building or studying AI agents.
Stars
1,939
Forks
128
Language
—
License
MIT
Category
Last pushed
Oct 11, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/agents/EvoAgentX/Awesome-Self-Evolving-Agents"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related agents
Perpetue237/agentsculptor
agentsculptor is an experimental AI-powered development agent designed to analyze, refactor, and...
ncvetit/skills-hub
🛠️ Manage and sync your coding skills across multiple AI tools with this cross-platform desktop...
Keerthithev/podcast_recomandation_system
Agentic AI-Based Podcast Recommendation System | Multi-agent AI integrating LLMs, NLP, IR, and...
lparadowski/AITools
C# REST API demonstrating LLM function calling patterns with Claude. Implements tool use for...
Kurama-90/Selenium-AI-Agentic-Code
What if you could control a browser just by speaking to it? Not with rigid commands, but in...