PokemonGym
P
Pokemongym
Overview :
PokemonGym is a server-client architecture platform designed for AI agents to be evaluated and trained in the Pokemon Red game. It provides game states via FastAPI, supports human-AI agent interaction, and helps researchers and developers test and improve AI solutions.
Target Users :
This product is suitable for AI researchers, game developers, and players interested in Pokemon Red. By providing a flexible environment, users can test, improve, and optimize AI behaviors.
Total Visits: 485.5M
Top Region: US(19.34%)
Website Views : 38.6K
Use Cases
An AI agent autonomously catches Pokemon and obtains badges in the game.
Human players interact with the game via the UI interface and participate in challenges.
Researchers use the platform to evaluate the performance of different AI algorithms in the game.
Features
FastAPI server manages the emulation and state of Pokemon Red.
Provides a human user interface allowing players to control the game via keyboard.
Implements an automated AI agent powered by Claude.
Features an evaluation system that scores progress (such as catching Pokemon, obtaining badges, etc.).
Includes state management functionality, supporting saving and loading game states for convenient game continuation.
How to Use
Clone the repository to your local machine.
Install necessary dependencies and configure the environment.
Place your Pokemon Red ROM file in the root directory.
Start the evaluation server and run the game.
Choose to play as a human player or an AI agent.
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