I‘m interested in exploring the convergence of Multi-Agent Reinforcement Learning and Large Language Model (LLM) architectures. I am specifically investigating how MARL frameworks can optimize the coordination and strategic decision-making of LLM agents in complex, collaborative environments.My work also seeks to improve their ability to learn from environment feedback and fellow agents, moving beyond static instructions toward dynamic, self-optimizing agent societies.