Battleship PPO Agent — Hanks1234/battleship-ppo

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

from training.hub import load_model_from_hub

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