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JohnJim0816
2021-04-16 14:59:23 +08:00
parent 312b57fdff
commit e4690ac89f
71 changed files with 805 additions and 153 deletions
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codes/common/plot.py
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@@ -5,15 +5,15 @@ Author: John
Email: johnjim0816@gmail.com
Date: 2020-10-07 20:57:11
LastEditor: John
LastEditTime: 2021-03-31 18:47:28
LastEditTime: 2021-04-08 21:45:09
Discription:
Environment:
'''
import matplotlib.pyplot as plt
import seaborn as sns
def plot_rewards(rewards,ma_rewards,tag="train",algo = "DQN",save=True,path='./'):
def plot_rewards(rewards,ma_rewards,tag="train",env='CartPole-v0',algo = "DQN",save=True,path='./'):
sns.set()
plt.title("average learning curve of {}".format(algo))
plt.title("average learning curve of {} for {}".format(algo,env))
plt.xlabel('epsiodes')
plt.plot(rewards,label='rewards')
plt.plot(ma_rewards,label='moving average rewards')