https://github.com/kanishknavale/dqn-duelingdqn
Tensorflow based DQN and PyTorch based DDQN Agent for 'MountainCar-v0' openai-gym environment.
https://github.com/kanishknavale/dqn-duelingdqn
ddqn-pyotrch deep-learning deep-q-learning-network deep-qlearning-algorithm deep-residual-learning dqn-tensorflow mountaincar-v0 openai-gym-environment pytorch reinforcement-learning tensorflow
Last synced: 2 months ago
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Tensorflow based DQN and PyTorch based DDQN Agent for 'MountainCar-v0' openai-gym environment.
- Host: GitHub
- URL: https://github.com/kanishknavale/dqn-duelingdqn
- Owner: KanishkNavale
- Created: 2021-02-10T18:44:45.000Z (almost 5 years ago)
- Default Branch: master
- Last Pushed: 2022-03-30T11:37:52.000Z (over 3 years ago)
- Last Synced: 2025-04-12T13:51:35.487Z (8 months ago)
- Topics: ddqn-pyotrch, deep-learning, deep-q-learning-network, deep-qlearning-algorithm, deep-residual-learning, dqn-tensorflow, mountaincar-v0, openai-gym-environment, pytorch, reinforcement-learning, tensorflow
- Language: Python
- Homepage:
- Size: 18.8 MB
- Stars: 4
- Watchers: 1
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# DQN & Dueling DQN Agents for 'MountainCar-v0'
- Tensorflow based [DQN](DQN-TensorFlow2) Agent for 'MountainCar-v0' openai gym environment.
- PyTorch based [DDQN](DDQN-PyTorch) Agent for 'MountainCar-v0' openai gym environment.
## Agent Training & Testing Profile
1. DDQN Agent
2. DQN Agent
## Dependencies
Install dependencies using:
```bash
pip install -r requirements.txt
```
## Contact
- Email: navalekanishk@gmail.com
- Website: