Reinforcement Learning
stable-baselines3
4d-snake
4d-snake-4x4
snake
deep-reinforcement-learning
sb3-contrib
maskable-ppo
Eval Results (legacy)
Instructions to use BurnyCoder/4d-snake-exp05b-ppo-4x4-from-bc with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- stable-baselines3
How to use BurnyCoder/4d-snake-exp05b-ppo-4x4-from-bc with stable-baselines3:
from huggingface_sb3 import load_from_hub checkpoint = load_from_hub( repo_id="BurnyCoder/4d-snake-exp05b-ppo-4x4-from-bc", filename="{MODEL FILENAME}.zip", ) - Notebooks
- Google Colab
- Kaggle
Download eval/summary.json from BurnyCoder/4d-snake-exp05b-ppo-4x4-from-bc: direct link, hf CLI and curl.
- Browser
- Download file 3.06 kB
-
https://huggingface.co/BurnyCoder/4d-snake-exp05b-ppo-4x4-from-bc/resolve/main/eval/summary.json
- Command line
-
hf download hf://BurnyCoder/4d-snake-exp05b-ppo-4x4-from-bc/eval/summary.json
-
curl -L -o summary.json https://huggingface.co/BurnyCoder/4d-snake-exp05b-ppo-4x4-from-bc/resolve/main/eval/summary.json
3.06 kB
| { | |
| "board": "4^4", | |
| "n_cells": 256, | |
| "seeds": [ | |
| 0, | |
| 1, | |
| 2 | |
| ], | |
| "per_run": { | |
| "deterministic=True/seed=0": { | |
| "episodes": 100, | |
| "success_rate": 1.0, | |
| "fill_mean": 1.0, | |
| "return_mean": 248.62294235229493, | |
| "length_mean": 16360.38, | |
| "steps_to_complete_mean": 16360.38, | |
| "win_within": { | |
| "C": 0.0, | |
| "2C": 0.0, | |
| "4C": 0.0, | |
| "C2/2": 1.0 | |
| } | |
| }, | |
| "deterministic=True/seed=1": { | |
| "episodes": 100, | |
| "success_rate": 1.0, | |
| "fill_mean": 1.0, | |
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| "4C": 0.0, | |
| "C2/2": 1.0 | |
| } | |
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| "deterministic=True/seed=2": { | |
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| "C": 0.0, | |
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| "4C": 0.0, | |
| "C2/2": 1.0 | |
| } | |
| }, | |
| "deterministic=False/seed=0": { | |
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| "success_rate": 0.78, | |
| "fill_mean": 0.8959375, | |
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| "modes": { | |
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| } |