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benchmarks_atari10M.htm
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<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<meta name="description" content="">
<meta name="author" content="">
<link rel="icon" href="https://cloud.githubusercontent.com/assets/306655/25257645/38a30806-25ee-11e7-82d5-eae86a9dfad0.png">
<title>bench viewer</title>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.1.1/jquery.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/tether/1.4.0/js/tether.min.js"
integrity="sha384-DztdAPBWPRXSA/3eYEEUWrWCy7G5KFbe8fFjk5JAIxUYHKkDx6Qin1DkWx51bBrb"
crossorigin="anonymous"></script>
<script scr="https://cdnjs.cloudflare.com/ajax/libs/popper.js/1.14.3/umd/popper.min.js"></script>
<script src="https://maxcdn.bootstrapcdn.com/bootstrap/4.0.0-alpha.6/js/bootstrap.min.js"
integrity="sha384-vBWWzlZJ8ea9aCX4pEW3rVHjgjt7zpkNpZk+02D9phzyeVkE+jo0ieGizqPLForn"
crossorigin="anonymous"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/datatables/1.10.12/js/jquery.dataTables.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/datatables/1.10.13/js/dataTables.bootstrap4.min.js"></script>
<link rel="stylesheet"
href="https://maxcdn.bootstrapcdn.com/bootstrap/4.0.0-alpha.6/css/bootstrap.min.css"
integrity="sha384-rwoIResjU2yc3z8GV/NPeZWAv56rSmLldC3R/AZzGRnGxQQKnKkoFVhFQhNUwEyJ"
crossorigin="anonymous">
<link href="https://cdnjs.cloudflare.com/ajax/libs/datatables/1.10.12/css/dataTables.bootstrap4.min.css"
rel="stylesheet"/>
<style>
.navbar {
border-radius: 0;
}
.benchmark-title {
padding: 3rem 1.5rem;
text-align: center;
margin-top: 40px;
}
.ci-section {
margin-top: 20px;
text-align: center;
}
.bmrun-link {
font-family: Menlo,Monaco,Consolas,"Liberation Mono","Courier New",monospace;
color: #fff; !important;
text-decoration: none; !important;
padding: 0.5em .4em;
}
.bmrun-link:hover {
color: #fff; !important;
text-decoration: none; !important;
}
</style>
</head>
<body>
<div class="container">
<div class="benchmark-title">
<h1>Atari10M Comparison</h1>
</div>
<div style="text-align: center">
<br />
</div>
<table class="table sortable-data-table">
<thead>
<tr>
<th> bmrun________________________ </th>
<td> </td>
<td>user</td>
<td>mean</td>
<td>Breakout</td>
<td>Seaquest</td>
<td>Enduro</td>
<td>SpaceInvaders</td>
<td>Qbert</td>
<td>Pong</td>
<td>BeamRider</td>
<td>commit</td>
</tr>
</thead>
<tr>
<td style="display: flex">
<div style="display: flex">
ppo2
</div>
</td>
<td><div style="background-color:rgba(102, 194, 165, 1.0)"> </div></td>
<td>cron</td>
<td>2782.3</td>
<td>236.9</td>
<td>1505.4</td>
<td>686.19</td>
<td>959.5</td>
<td>14234.75</td>
<td>20.39</td>
<td>1832.95</td>
<td>ea68f3b</td>
</tr>
<tr>
<td style="display: flex">
<div style="display: flex">
acer
</div>
</td>
<td><div style="background-color:rgba(252, 141, 98, 1.0)"> </div></td>
<td>cron</td>
<td>3550.11</td>
<td>439.33</td>
<td>1733.13</td>
<td>0.0</td>
<td>1382.53</td>
<td>16234.75</td>
<td>20.03</td>
<td>5040.98</td>
<td>ea68f3b</td>
</tr>
<tr>
<td style="display: flex">
<div style="display: flex">
a2c
</div>
</td>
<td><div style="background-color:rgba(141, 160, 203, 1.0)"> </div></td>
<td>cron</td>
<td>1386.22</td>
<td>289.9</td>
<td>1737.2</td>
<td>0.0</td>
<td>727.32</td>
<td>4461.29</td>
<td>18.65</td>
<td>2469.15</td>
<td>ea68f3b</td>
</tr>
<tr>
<td style="display: flex">
<div style="display: flex">
trpo_mpi
</div>
</td>
<td><div style="background-color:rgba(231, 138, 195, 1.0)"> </div></td>
<td>cron</td>
<td>786.79</td>
<td>18.0</td>
<td>834.47</td>
<td>37.3</td>
<td>548.83</td>
<td>3285.62</td>
<td>16.95</td>
<td>766.38</td>
<td>ea68f3b</td>
</tr>
<tr>
<td style="display: flex">
<div style="display: flex">
deepq
</div>
</td>
<td><div style="background-color:rgba(166, 216, 84, 1.0)"> </div></td>
<td>cron</td>
<td>745.27</td>
<td>1.93</td>
<td>1139.2</td>
<td>22.2</td>
<td>483.35</td>
<td>1010.79</td>
<td>-7.21</td>
<td>2566.6</td>
<td>ea68f3b</td>
</tr>
</table>
</form>
<div style="margin-top: 60px; text-align: center">
<h3>Learning Curves</h3>
X-axis: timesteps
Y-axis: Reward (avg. 6 seeds)
<br />
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