kosoraYintai / Parl Sample
Deep reinforcement learning using baidu PARL(maze,flappy bird and so on)
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PARL-Sample
游戏智能+少儿编程，使用深度强化学习框架PARL，包含PG、DQN、Rainbow等算法
策略梯度算法走迷宫
并查集+DQN版通用迷宫
Nature-2015-CNN版Flappy-Bird
-
B站4分钟完整版: DQN for Flappy-Bird
-
百度ai-studio博客地址: paddlepaddle版Flappy-Bird
使用Rainbow模型求解八数码问题
击败100%的代码，是LeetCode八数码的默认解题算法！
- 百度ai-studio博客地址: 当A*Star遇见PARL——使用Rainbow模型切ACM题
CNN版Rainbow模型(2300轮后小鸟不死)
使用A2C算法实现躺赢(todo)
依赖库
- Sklearn
- numpy
- gym
- paddlepaddle
- parl
- opencv-python
- pygame
- tqdm
提示
在windows下使用 'pip install parl' 命令可能会出现错误，这时候建议使用 'python setup.py install' 命令进行本地安装，并使用本项目的setup.py代替parl默认的setup.py
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