Darwin Gödel Machine: Open-Ended Evolution of Self-Improving Agents

The GEP-Powered Self-Evolution Engine for AI Agents. Genome Evolution Protocol. | evomap.ai

An AI co-worker with its own computer. Self-evolving, persistent memory, MCP server, secure credential collection, email identity. Built on the Claude Agent SDK.

🧬 Training the car to do self-parking using a genetic algorithm

⚒ Evolutionary self-improvement for Hermes Agent — optimize skills, prompts, and code using DSPy + GEPA

🤖 AI social-media automation skill | Self-evolution workflows | AI 社交媒体自动化 skill | 自我进化工作流

AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

SE-Agent is a self-evolution framework for LLM Code agents. It enables trajectory-level evolution to exchange information across reasoning paths via Revision, Recombination, and Refinement, expanding the search space and escaping local optima. On SWE-bench Verified, it achieves SOTA performance

Fully Autonomous AI Research System with Self-Evolution, built natively on Claude Code

Forgetting-Aware Curriculum for VLM Self-Evolution — adversarial difficulty scheduling with forgetting detection across 6 VQA skill clusters

CORAL is a robust, lightweight infrastructure for multi-agent autonomous self-evolution, built for autoresearch.

SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Model https://arxiv.org/pdf/2411.02433

Official implementation of Controlled Self-Evolution for Algorithmic Code Optimization

Learning Hierarchical and Geometry-Aware Graph Representations for Text-to-CAD

Spring AI Playground is a self-hosted web UI for low-code AI tool development with live MCP server registration. It includes MCP server inspection, agentic chat, and integrated LLM and RAG workflows, enabling real-time experimentation and evolution of tool-enabled AI systems without redeployment.

Open Source Implementation of Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution

NeuroMinecraftGenesis (NMG): A revolutionary AI system that draws on the DiscoRL self-evolving algorithm, six-dimensional cognitive engine, and quantum-classical brain computing developed by DeepMind. It features multi-agent evolution, three-world integration, and AI toolkit capabilities.

A lightweight secure Self-evolution engine built in Rust, featuring a built-in native system-level sandbox, zero dependencies, and fully local execution.

A Survey of Self-Evolving Agents | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on Self-Evolving Agents.

SCOPE: Self-evolving Context Optimization via Prompt Evolution - A framework for automatic prompt optimization

🐊 Multi-Team Intelligent Orchestrator v5.3.1 — DNA-driven multi-agent collaboration with 9 genes, 11-step pipeline, 60+ roles, 6 self-evolution gears. Built for OpenClaw.

[CVPR 2026] Official data synthesis code of the paper "What’s Wrong with Synthetic Data for Scene Text Recognition? A Strong Synthetic Engine with Diverse Simulations and Self-Evolution".

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Self-organization Interactive Evolution (SOIE) is a simulation interface, allowing the interactive exploration of self-organizing particle systems.

A self-evolution plugin for AstrBot that enables persona evolution, long-term memory, and meta-programming.

Generate stunning presentations from any topic or PDF in minutes - with AI evaluation and self-evolution

[ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization

Official repository for the paper “When Models Judge Themselves: Unsupervised Self-Evolution for Multimodal Reasoning.”

Code of the paper：A Self-adaptive Weighted Differential Evolution Approach for Large-scale Feature Selection --[Knowledge-Based Systems 22]

A 3d Unity simulation for self car driven by Evolution Deep Neural Network Using Genetic Algorithm to train the neural network weights