A-LAMP: Agentic LLM-Based Framework for Automated MDP Modeling and Policy Generation

The article introduces A-LAMP, a framework leveraging Agentic LLMs for automated Markov Decision Process (MDP) modeling and policy generation. This suggests a focus on automating complex decision-making processes. The use of 'Agentic LLM' implies the framework utilizes LLMs with agent-like capabilities, potentially for planning and reasoning within the MDP context. The source being ArXiv indicates this is likely a research paper.

• •A-LAMP is a framework for automating MDP modeling and policy generation.
• •It utilizes Agentic LLMs, suggesting agent-like capabilities for decision-making.
• •The research is likely published on ArXiv.