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update revised survey title
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juliusrueckin committed May 21, 2024
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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -11,7 +11,7 @@ Adaptive informative path planning (AIPP) is important to many robotics applicat
efficiently collect useful data about initially unknown environments. In addition, learning-based methods are
increasingly used in robotics to enhance adaptability, versatility, and robustness across diverse and complex
tasks. Our survey explores research on applying robotic learning to AIPP, bridging the gap between these two
research fields. We begin by providing a unified mathematical framework for general AIPP problems. Next, we
research fields. We begin by providing a mathematical problem definition for general AIPP problems. Next, we
establish two complementary taxonomies of current work from the perspectives of (i) learning algorithms and
(ii) robotic applications. We explore synergies, recent trends, and highlight the benefits of learning-based
methods in AIPP frameworks. Finally, we discuss key challenges and promising future directions to enable more
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4 changes: 2 additions & 2 deletions _config.yml
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Expand Up @@ -2,5 +2,5 @@ markdown: kramdown
remote_theme: pages-themes/[email protected]
plugins:
- jekyll-remote-theme # add this line to the plugins list if you already have one
title: "Robotic Learning for Informative Path Planning"
description: "Survey on robotic learning for informative path planning"
title: "Learning-based Methods for Adaptive Informative Path Planning"
description: "Survey on learning-based methods for adaptive informative path planning"

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