TheHandsomeDev/evolveRL
Empower Truly Autonomous AI Agents through our Experimental Adversarial and Evolutionary Reinforcement Learning Framework. Join our Community: https://t.me/evolveRL_portal
Implements genetic algorithms to autonomously evolve LLM system prompts and agent configurations across generations, using adversarial scenario generation for robustness validation. Supports OpenAI's GPT and Anthropic's Claude backends with multi-agent population-based selection, persisting evolved agent states as JSON configs for reproducibility. The framework enables continuous self-improvement loops without manual prompt engineering through tournament selection and mutation-based exploration.
No commits in the last 6 months. Available on PyPI.
Stars
16
Forks
5
Language
Python
License
MIT
Category
Last pushed
Jan 19, 2025
Monthly downloads
17
Commits (30d)
0
Dependencies
3
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