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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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6
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')

7
codes/common/utils.py
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@@ -5,12 +5,14 @@ Author: John
Email: johnjim0816@gmail.com
Date: 2021-03-12 16:02:24
LastEditor: John
LastEditTime: 2021-04-03 21:42:13
LastEditTime: 2021-04-13 18:34:20
Discription:
Environment:
'''
import os
import numpy as np
from pathlib import Path
def save_results(rewards,ma_rewards,tag='train',path='./results'):
@@ -22,8 +24,7 @@ def save_results(rewards,ma_rewards,tag='train',path='./results'):
def make_dir(*paths):
for path in paths:
if not os.path.exists(path): # check if exists
os.mkdir(path)
Path(path).mkdir(parents=True, exist_ok=True)
def del_empty_dir(*paths):
'''del_empty_dir delete empty folders unders "paths"
'''