The Pokémon Company - PTCG AI Battle Challenge Simulation

Who this competition fits

Intermediate learners who want to deepen their skills in machine learning. Good for building practical experience with real-world data.

What this competition gives you

Taken from the competition's official page.

• BaselineSimulator SDK for local training, testing, debugging, and reinforcement learning.
• TutorialDocumentation for downloading episode replays via the CLI or MCP.
• DataDownloadable submission and other-team episode replay files.
• DataEnglish and Japanese card metadata, card IDs, expansion details, and reference images.

From registration to a first submission

1. 01

   Python

2. 02

   scikit-learn or similar ML library

3. 03

   data analysis with pandas

Before you commit: Requires solid machine learning fundamentals and good experimental methodology.