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It is a reinforcement learning environment for block puzzle games.

License: MIT License

Python 100.00%

gym gym-environment gym-environments openai-gym

gym-woodoku's Introduction

My name is Wooseong Park. It means a helping star⭐. It's also my nickname.

I am interested in RL, especially Game AI. I enjoy implementing the game as a RL environment and clearing it with AI.

I also write about what I have studied on my Blog in Korean.

My dream is to write a book about what I know.

Project

Game	Environment	training
Pikachu Volleyball	pika-zoo
2048	gym-game2048	rl-application-gym-game2048
Woodoku	gym-woodoku	rl-application-gym-woodoku
SnakeGame	gym-snakegame	rl-application-gym-snakegame

PS

스터디

Builder
Runner
- 강화학습 고전읽기 1기 / 2기
- Modern JavaScript Deep dive : 스터디 페이지 / 정리 페이지
- RL-paper-study : 9기, "Never Give Up", 10기, "QMIX"

gym-woodoku's People

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gym-woodoku's Issues

bug about `info['legality']`

There is a bug where when choosing an action based on info['legality'] it doesn't do anything despite taking an action.

recordvideo bug

When playing a saved video, the first frame shows the last frame of the previous episode

Implement argument crash33

There is currently no implementation for when crash33=False. Need to implement a crash33=False mode.

render score on screen

Render the score and display it on screen.

Init block coordinate info

Currently, the coordinates of the block are calculated for each rendering, but for faster speed, the coordinates are stored in advance and referenced at every rendering.

Observation type is determined via wrapper, not env parameter

The current observation is determined through the env argument. However, we turn this into wrappers to increase compatibility.

Let the wrapper choose the reward method, not the env parameter.

Currently, the reward mode is selected when creating the environment, but it would be better to change it to a wrapper for compatibility with various games.

Delete the one-time variable from the class variable.

The variables used to calculate the position of the block are used only once and do not need to be stored as class variables.

Update on legal action

Returns whether the action is legal through info.

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