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rl_course_vizdoom_health_gathering_supreme
Akshaykumar4321/rl_course_vizdoom_health_gathering_supreme
rl_course_vizdoom_health_gathering_supreme is a reinforcement learning model from Akshaykumar4321. 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 sample-factory.
This is a trained model of a Sample-Factory PPO agent playing doomhealthgatheringsupreme.
Access
Public
Updated Sep 20, 2026
Repo size
4.2 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.mp44.2 MB · 100%
At a glance
- Task
- Reinforcement Learning
- Library
- sample-factory
- Access
- Public
- Created
- Sep 20, 2026
- Updated
- Sep 20, 2026
- SHA
- 0271179b
Model card
From the Hugging Face model README
Sample-Factory PPO Agent Playing doom_health_gathering_supreme
This is a trained model of a Sample-Factory PPO agent playing doom_health_gathering_supreme.
Evaluation Results
- Environment:
doom_health_gathering_supreme - Mean Reward:
6.85 +/- 1.15 - Target Threshold:
>= 5.0(Certified Pass)
Replay Video
Below is a demonstration of the trained agent navigating the 3D ViZDoom environment to collect health packs:
Training Configuration
{
"algo": "PPO",
"env": "doom_health_gathering_supreme",
"experiment": "doom_health_gathering_supreme",
"train_for_env_steps": 4000000,
"num_workers": 8,
"num_envs_per_worker": 4,
"batch_size": 2048,
"gamma": 0.99,
"gae_lambda": 0.95,
"learning_rate": 0.0001,
"encoder_custom": "make_vizdoom_encoder",
"use_rnn": true,
"rnn_type": "gru",
"rnn_num_layers": 1
}
- Task
- Reinforcement Learning
- Library
- sample-factory
- Created
- Sep 20, 2026
- Updated
- Sep 20, 2026