Sessions
GOTO Amsterdam 2024

Tuesday Jun 11
14:30 –
15:20
Administratiezaal

GPT-4 vs Starcraft II – Strategic Decision Making using Large Language Models

Starcraft II requires complex strategy decisions to be made in real-time. Planning resources, building the optimal structures and units, when to upgrade and when to defend or attack will all be critical to the success in a game. Large language models, such as GPT-4, have shown impressive performance on various natural language tasks, such as text summarization, question answering, and text generation. But how well can they make strategic decisions in a dynamic and competitive environment?

In this demo intensive session Alan will explore the capabilities of large-language models for strategic decision making. He will explain the strategy decisions that need to be made in a Starcraft game, and what makes it an ideal scenario for exploring and evaluating the capabilities of GPT-4. Alan will then focus on the techniques for leveraging GPT models for strategic decision making, including prompt engineering and state description as well as parsing and understanding the response messages. He will also discuss different scenarios where large language models can be leveraged in strategic decision making.

Join me for this session if you want to learn more about using GPT models in strategic decision-making processes, or just sit back and watch GPT-4 destroy the Zerg.

artificial intelligence (AI)