Exploring LLM-Based Action Planning in the “Cooperative Cuisine” Environment


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Suitable for:
Bachelor or Master project

Description:

This thesis aims to explore the potential of Large Language Models (LLMs) in planning approaches within a dynamic and cooperative environment, inspired by the game Overcooked, named Cooperative Cuisine. The research will delve into various aspects including multi-agent collaboration, environmental complexity, and timing strategies. Students will have the opportunity to extend and modify the environment to test different planning methods and evaluate the efficacy of LLMs in enhancing cooperative game-play. This study builds on recent advancements in LLM capabilities, offering a cuttingedge exploration into AI-driven planning.