The Unlikely Champion of Street Fighter III: OpenAI’s GPT-3.5 Takes the Crown

In a surprising turn of events, OpenAI’s GPT-3.5 has emerged victorious in the Street Fighter III LLM Colosseum, a unique AI-powered tournament hosted by Mistral AI Hackathon in San Francisco. The event brought together a team of AI enthusiasts to determine which large language model (LLM) reigns supreme in the world of Street Fighter III.

A cartoon-stylised illustration depicting two robots fighting each other.

The Battle for Supremacy

The competition pitted various LLMs against each other, with the goal of determining which model could best navigate the complexities of Street Fighter III. The event organizers opted for LLMs over reinforcement learning algorithms, citing the former’s ability to make context-based decisions rather than simply reacting to accumulated rewards.

The Winning Formula

GPT-3.5’s triumph can be attributed to its ability to analyze text descriptions of the game screen, calculate the player’s next move based on previous actions, and adapt to the opponent’s strategy. This contextual understanding allowed GPT-3.5 to outmaneuver its opponents and claim the top spot.

The Competition Heats Up

The initial rounds saw various versions of the Mistral LLM facing off against each other, but the introduction of OpenAI’s GPT-3.5 and GPT-4 models raised the stakes. In the end, GPT-3.5 emerged victorious, with Mistral-small-2042 and a GPT-4 preview model taking silver and bronze, respectively.

Get Involved

The source code for the project is available on Github, allowing enthusiasts to replicate the experiment and explore the capabilities of LLMs in gaming. However, a suitable game ROM file is required, and users will need to obtain one from an old 2D beat ’em up or a 3D game with limited environment movement.

The Future of AI in Gaming

As AI continues to evolve, events like the Street Fighter III LLM Colosseum demonstrate the vast potential of LLMs in the gaming industry. With their ability to learn and adapt, LLMs may soon become an integral part of the gaming experience.

A futuristic illustration depicting AI-powered gaming.