Downloads · 30 days
0
vizdoom_deathmatch
colinrgodsey/vizdoom_deathmatch
vizdoom_deathmatch is a reinforcement learning model from colinrgodsey. Use it for the reinforcement learning task on the model card, and read the license before you ship it in a product.
This is a trained model of a PPO agent playing Deathmatch-v1.
Access
Public
Updated Aug 19, 2024
Repo size
207 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.032.4 MB · 39%
At a glance
- Task
- Reinforcement Learning
- Access
- Public
- Created
- Aug 6, 2024
- Updated
- Aug 19, 2024
- SHA
- 1fbb9ef9
Model card
From the Hugging Face model README
PPO Agent Playing Deathmatch-v1
This is a trained model of a PPO agent playing Deathmatch-v1.
Hyperparameters
{'env_id': 'Deathmatch-v1'
'num_envs': 32
'num_steps': 128
'learning_rate': 0.00025
'learning_rate_min': 0.0001
'gamma': 0.99
'gae_lambda': 0.95
'clip_coef': None
'total_timesteps': 10000000
'recurrence': 32
'ent_coef': 0.001
'vf_coef': 0.5
'max_grad_norm': 0.1
'num_minibatches': 4
'update_epochs': 1
'frame_skip': 4}
- Task
- Reinforcement Learning
- Created
- Aug 6, 2024
- Updated
- Aug 19, 2024