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navuboy committed Sep 21, 2018
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Expand Up @@ -22,16 +22,17 @@ Reinforcement Learning for solving the custom **cartpole** balance problem in **
- **cartpole_controller** contains the reinforcement learning implementation of ****Proximal Policy Optimization(PPO)**** for custom cartpole environment.

### Training Phase:

python3 ppo_train.py
```
python3 ppo_train.py
```
<p align= "center">
<img src="cartpole-gazebo-ppo/cartpole_gazebo/gifs/ppo_train-2018-09-17_12.55.15.gif">
</p>

### Testing trained policy:

```
python3 ppo_test.py

```
### References:
- Proximal Policy Optimization by OpenAI: https://blog.openai.com/openai-baselines-ppo/
- PPO implementation using TensorFlow: https://github.com/uidilr/ppo_tf
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