The Pokémon Company - PTCG AI Battle Challenge Playground
Build an AI Training Agent to play the Pokémon Trading Card Game
Official pageOpen the competition on Kaggle↗
- Effort
- 5–15 hours
- Difficulty
- Beginner
- Compute
- Free GPU OK
- Scoring
- Automatic
At a glance
Full rules ↗- Scoring
- cabt_bo3
- Teams
- Up to 5 per team
- Submitting
- Up to 5 a day
- Host
- The Pokémon Company - PTCGABC Team
Is it for you?
Worth shortlisting
Beginner fit71/100
Learning value69/100
The editors' notes, in Chinese; there is no English translation yet.
Who it suits
适合能在提供的模拟器和 SDK 中构建、训练强化学习智能体，并愿意学习宝可梦集换式卡牌的卡牌交互、卡组变化和逐回合策略的人。也适合能调试提交程序、借助对局回放持续改进策略的智能体开发者。
What makes it hard
核心挑战是在看不到对手手牌、抽牌和掷硬币具有随机性的情况下作出决策，同时适应不同卡组和不断变化的对手策略。提交程序还必须在竞赛环境中稳定运行，先通过一局自我对弈有效性校验，才会进入天梯评测。
Getting started
Skills to bring
In Chinese; there is no English translation yet.
- 强化学习
- 宝可梦集换式卡牌规则
- 序列决策
- Python 智能体开发
- 基于 SDK 的仿真
- 对局回放分析
We haven't pulled tutorials, data or baselines from the official page yet; the task and the data are there.
First competition? Read How to Choose Your First AI Competition