Instructions to use kuds/atari-breakout-v4-ppo with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- stable-baselines3
How to use kuds/atari-breakout-v4-ppo with stable-baselines3:
from huggingface_sb3 import load_from_hub checkpoint = load_from_hub( repo_id="kuds/atari-breakout-v4-ppo", filename="{MODEL FILENAME}.zip", ) - Notebooks
- Google Colab
- Kaggle
Download parameters.json from kuds/atari-breakout-v4-ppo: direct link, hf CLI and curl.
- Browser
- Download file 634 Bytes
-
https://huggingface.co/kuds/atari-breakout-v4-ppo/resolve/main/parameters.json
- Command line
-
hf download hf://kuds/atari-breakout-v4-ppo/parameters.json
-
curl -L -o parameters.json https://huggingface.co/kuds/atari-breakout-v4-ppo/resolve/main/parameters.json
634 Bytes
| { | |
| "hyperparams": { | |
| "env_str": "BreakoutNoFrameskip-v4", | |
| "rl_type": "PPO", | |
| "eval_freq": 50000, | |
| "total_timesteps": 5000000, | |
| "clip_range": 0.1, | |
| "learning_rate": 0.00025, | |
| "n_steps": 128, | |
| "n_epochs": 4, | |
| "n_envs": 8, | |
| "batch_size": 256, | |
| "ent_coef": 0.01, | |
| "vf_coef": 0.5 | |
| }, | |
| "env_wrap_args": { | |
| "frame_skip": 4 | |
| }, | |
| "env_kwargs": { | |
| "render_mode": "rgb_array" | |
| }, | |
| "env_val_wrap_args": { | |
| "frame_skip": 4, | |
| "noop_max": 30 | |
| }, | |
| "env_val_kwargs": { | |
| "render_mode": "rgb_array" | |
| } | |
| } |