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This thesis focuses on modeling teamwork within the Cooperative Cuisine (CoCu) environment as a multi-agent AI system. The aim is to explore the integration of individual AI agents, some of which are based on Large Language Models (LLMs), assigned to specific team roles such as Planner, Critic, Monitor, Executor, and potentially a Memory Agent that learns from past episodes. This research will investigate the dynamics of AI-driven teamwork and the effectiveness of role-specific agents in enhancing collaboration and performance in cooperative settings.

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