Thomas Simonini
commited on
Commit
·
2809a3a
1
Parent(s):
590c652
Create README.md
Browse files
README.md
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
tags:
|
| 3 |
+
- gym
|
| 4 |
+
- reinforcement-learning
|
| 5 |
+
---
|
| 6 |
+
|
| 7 |
+
|
| 8 |
+
# TestSB3/ppo-CartPole-v1
|
| 9 |
+
|
| 10 |
+
This is a trained model of a PPO agent playing CartPole-v1 using the [rl-baselines3-zoo](https://github.com/DLR-RM/rl-baselines3-zoo) library.
|
| 11 |
+
|
| 12 |
+
## Usage (with RL-baselines3-zoo)
|
| 13 |
+
|
| 14 |
+
Just clone the [rl-baselines3-zoo](https://github.com/DLR-RM/rl-baselines3-zoo) library.
|
| 15 |
+
|
| 16 |
+
Then run:
|
| 17 |
+
|
| 18 |
+
```python
|
| 19 |
+
python enjoy.py --algo ppo --env CartPole-v1
|
| 20 |
+
```
|
| 21 |
+
## Evaluation Results
|
| 22 |
+
|
| 23 |
+
Mean Reward: 500.0 +/- 0.0 (300 test episodes)
|
| 24 |
+
|
| 25 |
+
## Citing the Project
|
| 26 |
+
To cite this repository in publications:
|
| 27 |
+
|
| 28 |
+
```
|
| 29 |
+
@misc{rl-zoo3,
|
| 30 |
+
author = {Raffin, Antonin},
|
| 31 |
+
title = {RL Baselines3 Zoo},
|
| 32 |
+
year = {2020},
|
| 33 |
+
publisher = {GitHub},
|
| 34 |
+
journal = {GitHub repository},
|
| 35 |
+
howpublished = {\url{https://github.com/DLR-RM/rl-baselines3-zoo}},
|
| 36 |
+
}
|
| 37 |
+
```
|