Downloads · 30 days
12
15% of all-time downloads
poca-SoccerTwos
dawnandscience/poca-SoccerTwos
poca-SoccerTwos is a reinforcement learning model from dawnandscience. 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 ml-agents.
This is a trained multi-agent reinforcement learning model using the POCA (MA-POCA) trainer algorithm to play soccer in the Unity SoccerTwos environment.
All-time downloads
82
Public
Repo size
36.6 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.pt9 MB · 88%
At a glance
- Task
- Reinforcement Learning
- Library
- ml-agents
- Access
- Public
- Created
- Jul 26, 2026
- Updated
- Jul 26, 2026
- SHA
- 59dc5780
Model card
From the Hugging Face model README
ML-Agents SoccerTwos Model for Deep RL Course Unit 7
This is a trained multi-agent reinforcement learning model using the POCA (MA-POCA) trainer algorithm to play soccer in the Unity SoccerTwos environment.
This model was trained as part of the Hugging Face Deep Reinforcement Learning Course.
Environment Details
- Name: SoccerTwos
- Number of Teams: 2 (Blue vs Purple)
- Agents per Team: 2
- Goal: Outscore the opposing team within the time limit.
Training Configuration
The training was conducted with shortened parameters to optimize computation overhead:
- Max Steps: 500,000
- Hidden Units: 128
- Batch Size: 1024
- Trainer Type: poca
How to Use
To inspect or utilize this policy file locally within your ML-Agents environment workspace, look at the uploaded .onnx binary file inside this repository.
- Task
- Reinforcement Learning
- Library
- ml-agents
- Created
- Jul 26, 2026
- Updated
- Jul 26, 2026