AgentEvolver: System-Wide Self-Evolution Through Task Execution
cs.AI
Submitted: 2026-10-08
Updated: 2026-10-08
Code: https://github.com/DVampire/AgentEvolver
Project page: https://dvampire.github.io/AgentEvolver/https://github.com/DVampire/AgentEvolver
Sources
- SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?
- MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
- Automated Design of Agentic Systems
- SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
- DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines
- Lost in the Middle: How Language Models Use Long Contexts
- Generative Agents: Interactive Simulacra of Human Behavior
- Toolformer: Language Models Can Teach Themselves to Use Tools
- Reflexion: Language Agents with Verbal Reinforcement Learning
- Voyager: An Open-Ended Embodied Agent with Large Language Models
- AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
- SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
- AgentEvolver: Towards Efficient Self-Evolving Agent System
- Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents
- Hyperagents
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