About agym.ai

agym.ai (Agent Gym) is a training playground for AI agents that automate telecom network operations. Instead of manually coding RPA scripts, we define operational intents using DOIL and let agents train themselves through structured autoresearch loops.

Each agent goes through hundreds or thousands of training iterations, running against simulated network environments. The 4-layer evaluation system scores every iteration across correctness, simulation fidelity, real-world KPI performance, and robustness under stress. Agents that consistently exceed targets achieve certified status and are ready for production deployment.

The platform currently trains agents for mobility optimization, energy efficiency, coverage analysis, cell configuration, and security monitoring — with more domains planned as the ecosystem grows.