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felix committed Sep 16, 2024
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<!DOCTYPE html>
<html lang="en">

<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Inference-Time Policy Steering with Human Interactions</title>
<style>
body {
font-family: Arial, sans-serif;
margin: 0;
padding: 20px;
}

h1,
h2 {
color: #333;
}

.video-container {
display: flex;
justify-content: space-between;
margin-bottom: 20px;
}

.video-container video,
.image-container img {
width: 48%;
height: auto;
}

.image-container {
display: flex;
justify-content: space-between;
margin-bottom: 20px;
}

.grid-container {
display: grid;
grid-template-columns: repeat(3, 1fr);
grid-gap: 20px;
margin-bottom: 20px;
}

.grid-container video {
width: 100%;
height: auto;
}

.caption {
text-align: center;
font-style: italic;
color: #666;
}
</style>
</head>

<body>

<h1>Inference-Time Policy Steering with Human Interactions</h1>

<h2>Exploring motion manifold of ACT vs DP in terms of multimodality and constraint satisfaction</h2>
<div class="video-container">
<div>
<video controls>
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</video>
<p class="caption">ACT</p>
</div>
<div>
<video controls>
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</video>
<p class="caption">DP</p>
</div>
</div>

<h2>Benchmark different ways of influencing auto-regressive models and diffusion models at test time</h2>
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<h2>Visualize diffusion dynamics under influence</h2>
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</video>
</div>

<div class="image-container">
<div>
<img src="placeholder1.jpg" alt="Diagram of various inference time steering methods">
<p class="caption">Diagram of various inference time steering methods</p>
</div>
<div>
<img src="placeholder2.jpg" alt="Interaction improves alignment at the cost of constraint violation">
<p class="caption">Interaction improves alignment at the cost of constraint violation</p>
</div>
</div>

<h2>Sample visualization of using drawings to influence policy rollouts</h2>
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</div>

</body>

</html>

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