SIMULATION-BASED PLATFORM FOR DEVELOPMENT, TESTING, AND DEPLOYMENT OF LARGE LANGUAGE MODELS AND AI AGENTS

Abstract

The present invention provides a system and method for developing, testing, and deploying artificial intelligence (AI) agents within a simulation environment. The system includes a simulation environment that manages states and transitions, an AI agent that interacts with this environment, and a wrapper that facilitates data conversion between the two. Modular components decompose the agent's behavior, while various execution modes optimize their processing. Error handling mechanisms detect and manage system exceptions, and a configuration module sets up parameters and initializes components. Input/output processing ensures compatibility between simulation data formats, and a logging module records interactions for analysis. API integration extends the AI agent's capabilities through external services. This flexible framework enables the AI agent to learn, adapt, and optimize its performance across diverse applications.

CPC Classifications