https://github.com/tiennhm/cartpole-crossentropymethod

CartPole-CrossEntropyMethod
https://github.com/tiennhm/cartpole-crossentropymethod

cartpole cem cross-entropy-method gym-environment openai openai-gym python3 reinforcement-learning rl

Last synced: about 2 months ago
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CartPole-CrossEntropyMethod

• Host: GitHub
• URL: https://github.com/tiennhm/cartpole-crossentropymethod
• Owner: TienNHM
• Created: 2024-03-06T17:49:17.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2024-03-14T10:42:12.000Z (over 1 year ago)
• Last Synced: 2025-03-22T19:26:46.621Z (7 months ago)
• Topics: cartpole, cem, cross-entropy-method, gym-environment, openai, openai-gym, python3, reinforcement-learning, rl
• Language: Jupyter Notebook
• Homepage: https://tiennhm.github.io/CartPole-CrossEntropyMethod/
• Size: 356 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

          
# CartPole-CrossEntropyMethod

![CartPole](images/cartpole.jpg)

![Reward](images/reward.png)

![Loss](images/loss.png)

## Installation

- OpenAI Gym:

```bash

pip install gym==0.26.2

```

- PyTorch:

```bash

pip install torch torchvision torchaudio

```

- PyGame:

```bash

pip install pygame==2.1.0

```

- Other dependencies:

```bash

pip install moviepy==1.0.3  

```