Grand Underground Mining

Grand Underground Mining

A reinforcement learning showcase inspired by Pokémon BDSP's mining minigame. The AI agent is trained using policy gradient methods with reward shaping on a custom Gymnasium environment. Challenge the trained agent or use it as your guide!

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⚠️

Demo Notice: This demo runs on free-tier hosting. The backend may be slow to respond or temporarily unavailable. For the best experience, run locally.

Select Game Mode

🎮

Normal Mode

Play at your own pace with optional AI hints to guide you.

  • ✓ Manual gameplay
  • ✓ AI hint button
  • ✓ Score tracking
🤖

Compete Mode

Challenge the AI agent side-by-side with the same board!

  • ✓ Same starting board
  • ✓ Turn-based competition
  • ✓ Compare strategies

Your Mining Session

Score 0
Energy
95

Items to Find

👤 Your Board

Score 0
Energy
95

🤖 AI Board

Score 0
Energy
95
⏳ Waiting for your move...

Items to Find