-
Notifications
You must be signed in to change notification settings - Fork 0
/
index.html
164 lines (155 loc) · 6.23 KB
/
index.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
<!DOCTYPE html>
<html lang="en">
<head>
<!-- Basic Page Needs
–––––––––––––––––––––––––––––––––––––––––––––––––– -->
<meta charset="utf-8">
<title>Weg's Tutorials</title>
<meta name="description" content="">
<meta name="author" content="">
<!-- Mobile Specific Metas
–––––––––––––––––––––––––––––––––––––––––––––––––– -->
<meta name="viewport" content="width=device-width, initial-scale=1">
<!-- FONT
–––––––––––––––––––––––––––––––––––––––––––––––––– -->
<link href="//fonts.googleapis.com/css?family=Raleway:400,300,600" rel="stylesheet" type="text/css">
<!-- CSS
–––––––––––––––––––––––––––––––––––––––––––––––––– -->
<link rel="stylesheet" href="css/normalize.css">
<link rel="stylesheet" href="css/barebones.css">
<!-- Favicon
–––––––––––––––––––––––––––––––––––––––––––––––––– -->
<link rel="icon" type="image/png" href="images/favicon-16.png">
</head>
<body>
<div class="grid-container full">
<!-- payme section --><a id="payme" href="https://www.paypal.com/donate?business=H8XHGESR5K6MY&item_name=Wegfawefgawefg%27s+Tutorials¤cy_code=USD"><img src="/images/payme.gif" width="25%"></a>
<h1>Weg's Tutorials</h1>
<h2>Reinforcement Learning:</h2>
<h4 class="u-align-center" id="foundations">Foundations</h4>
<table class="u-full-width">
<thead>
<tr>
<th>Topic</th>
<th>Implemented</th>
<th>Tutorial</th>
</tr>
</thead>
<tbody>
<tr>
<td>Q Tabular Learning</td>
<td>✅</td>
<td>soon</td>
</tr>
<tr>
<td>Actor Critic</td>
<td>✅</td>
<td><a href="/tutorials/rl/actorcritic/actorcritic.html">here</a></td>
</tr>
<tr>
<td>Deep Q Learning</td>
<td>✅</td>
<!-- <td><i>in progress</i></td> -->
<td><a href="/tutorials/rl/deepqlearning/deepqlearning.html">here</a></td>
</tr>
<tr>
<td>Experience Replay</td>
<td>✅</td>
<td><a href="/tutorials/rl/experiencereplay/experiencereplay.html">here</a></td>
</tr>
<tr>
<td>Life After Experience Replay</td>
<td>🎓</td>
<td><a href="/tutorials/rl/lifeafterexperiencereplay/lifeafterexperiencereplay.html">here</a></td>
</tr>
</tbody>
</table>
<h4 class="u-align-center" id="upgrades">Upgrades</h4>
<table class="u-full-width">
<thead>
<tr>
<th>Topic</th>
<th>Implemented</th>
<th>Tutorial</th>
</tr>
</thead>
<tbody>
<tr>
<td>Cleanup, Epsilon-Greedy, and Numpy Memory</td>
<td>🚿</td>
<td><a href="/tutorials/rl/cleanexplorenumpymemory/cleanexplorenumpymemory.html">here</a></td>
</tr>
<tr>
<td>Double DQL</td>
<td>✅</td>
<td><a href="/tutorials/rl/doubledeepql/doubledeepql.html">here</a></td>
</tr>
<tr>
<td>Dueling DQL</td>
<td>✅</td>
<!-- <td><a href="/tutorials/rl/duelingdeepql/duelingdeepql.html">here</a></td> -->
<td></td>
</tr>
<tr>
<td>Dueling Double DQL</td>
<td>✅</td>
<td></td>
</tr>
<tr>
<td>Continuous Action Spaces</td>
<td>✅</td>
<td></td>
</tr>
</tbody>
</table>
<h4 class="u-align-center">Pathways</h4>
<table class="u-full-width">
<thead>
<tr>
<th>Topic</th>
<th>Implemented</th>
<th>Tutorial</th>
</tr>
</thead>
<tbody>
<tr>
<td>Prioritized Experience Replay</td>
<td>✅</td>
<!-- <td><a href="/tutorials/rl/prioritizedexperiencereplay/prioritizedexperiencereplay.html">here</a></td> -->
<td>soon</td>
</tr>
<tr>
<td>Distributed Learning: A2C/A3C</td>
<td></td>
<td></td>
</tr>
<tr>
<td>Batch PPO</td>
<td>✅</td>
<td>hard</td>
</tr>
<tr>
<td>Curiosity: ICM</td>
<td></td>
<td>hard</td>
</tr>
<tr>
<td>It Was Me: ICM2</td>
<td></td>
<td>harder</td>
</tr>
<tr>
<td>Multi Agent</td>
<td></td>
<td></td>
</tr>
<tr>
<td>Go-Explore</td>
<td></td>
<td><b>hard</b></td>
</tr>
</tbody>
</table>
</div>
</body>
</html>