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https://github.com/siavashshams/dqn-for-openai-lunarlander-v2
LunarLander-v2 learning how to land efficiently using DQN and DDQN for training
https://github.com/siavashshams/dqn-for-openai-lunarlander-v2
ddqn dqn lunar-lander lunarlander-v2 reinforcement-learning
Last synced: about 2 months ago
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LunarLander-v2 learning how to land efficiently using DQN and DDQN for training
- Host: GitHub
- URL: https://github.com/siavashshams/dqn-for-openai-lunarlander-v2
- Owner: SiavashShams
- Created: 2022-09-19T22:41:58.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2022-09-19T23:16:17.000Z (over 2 years ago)
- Last Synced: 2023-09-06T03:03:51.652Z (over 1 year ago)
- Topics: ddqn, dqn, lunar-lander, lunarlander-v2, reinforcement-learning
- Language: Jupyter Notebook
- Homepage:
- Size: 2.59 MB
- Stars: 4
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# DQN for OpenAI LunarLander-v2
LunarLander-v2 learning how to land efficiently using DQN and DDQN for training
DQN
---
| 100 Epochs | 250 Epochs |
|:--:|:--:|
|![t100](/GIFs/DQN100.gif)|![t250](/GIFs/DQN250.gif)|DDQN
---| 100 Epochs | 250 Epochs |
|:--:|:--:|
|![t100](/GIFs/DDQN100.gif)|![t250](/GIFs/DDQN250.gif)|Average rewards for DQN vs DDQN
---
![This is an image](/Images/Picture1.png)