14*14的地图的贪吃蛇游戏,使用DQN算法训练
pip install pygame
pip install numpy
pip intsall torch
WatchAgent.py:启动游戏观看AI自己玩
Train.py: 从0开始训练模型
model: 目录中存放已经训练好的模型,目前有50000次episode
探索率代表每个时间步,随机action的概率
探索率 | 收敛平均长度 |
---|---|
0.1 | 15 |
0.01 | 30 |
0.001 | 35 |
14*14的地图的贪吃蛇游戏,使用DQN算法训练
使用的是3.10 torch库下载不了
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