https://github.com/ajithvcoder/rl001
Develop custom reinforcement learning environment and agent play
https://github.com/ajithvcoder/rl001
Last synced: 3 months ago
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Develop custom reinforcement learning environment and agent play
- Host: GitHub
- URL: https://github.com/ajithvcoder/rl001
- Owner: ajithvcoder
- License: mit
- Created: 2022-10-17T11:36:53.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2022-12-11T13:50:04.000Z (over 2 years ago)
- Last Synced: 2025-01-12T19:30:41.134Z (4 months ago)
- Language: Python
- Homepage:
- Size: 1 MB
- Stars: 0
- Watchers: 3
- Forks: 0
- Open Issues: 3
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
### RL001 - Reinforcement learning
Learn to create custom environment in Reinforcement learning
Prerequisties:
- Python
- Reinforcement learning basics
**Gallery**
### Base code for environments/Raw games
| Method | Environments | Link
| ---- | ------------ | ----
| Discrete | Snake | [here](./Lesson_01_DotsAndLines/basic_games/snake.py)
| Discrete | Car | [here](./Lesson_01_DotsAndLines/basic_games/car.py)
| Discrete | Bird | [here](./Lesson_01_DotsAndLines/basic_games/bird.py)
### Lesson 01 Dots And Lines
| Lesson | Environment |Method | Link |
| ------------ | ----- | ---- | ---- |
| Dots And Lines| Snake | Discrete action, non image observation | [here](./Lesson_01_DotsAndLines/snake_rl/discrete_nonimage/)
| Dots And Lines| Snake | Discrete action, image observation | [here](./Lesson_01_DotsAndLines/snake_rl/discrete_image/) (In progress)
| Dots And Lines| Car | Discrete action, non image observation | [here](./Lesson_01_DotsAndLines/car_rl/discrete_nonimage/)
| Dots And Lines| Car | Discrete action, image observation | [here](./Lesson_01_DotsAndLines/car_rl/discrete_image/) (In progress)
| Dots And Lines| Bird | Discrete action, non image observation| [here](./Lesson_01_DotsAndLines/bird_rl/discrete_nonimage/)
| Dots And Lines| Bird | Discrete action, image observation | [here](./Lesson_01_DotsAndLines/bird_rl/discrete_image/) (In progress)