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Hanks1234/battleship-ppo-phase3

sourceHugging Faceupdated 6mo agoView on Hugging Face
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Model Card

Battleship PPO Agent — Hanks1234/battleship-ppo-phase3

A MaskablePPO agent trained on a 10x20 Battleship board with custom T-shaped and Z-shaped ships using sb3-contrib.

Environment

  • —Board: 10 columns x 20 rows
  • —Ships: 10 ships including T-shaped Battleships and Z-shaped Carriers
  • —Observation: 5-channel binary image (5, 20, 10)
  • —Action: Discrete(200) with action masking (no repeat shots)

Usage

python
from training.hub import load_model_from_hub

model = load_model_from_hub("Hanks1234/battleship-ppo-phase3")