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battleship-ppo-phase4
Hanks1234/battleship-ppo-phase4
battleship-ppo-phase4 is a reinforcement learning model from Hanks1234. Use it for the reinforcement learning task on the model card, and read the license before you ship it in a product. It is set up for stable-baselines3.
A MaskablePPO agent trained on a 10x20 Battleship board with custom T-shaped and Z-shaped ships using sb3-contrib.
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At a glance
- Task
- Reinforcement Learning
- Library
- stable-baselines3
- Access
- Public
- Created
- Mar 17, 2026
- Updated
- Mar 17, 2026
- SHA
- 2a8af889
Model card
From the Hugging Face model README
Battleship PPO Agent — Hanks1234/battleship-ppo-phase4
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-phase4")
- Task
- Reinforcement Learning
- Library
- stable-baselines3
- Created
- Mar 17, 2026
- Updated
- Mar 17, 2026