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add survey overview and taxonomy of AIPP applications summary figures
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juliusrueckin committed May 21, 2024
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# Survey Overview

![Survey Overview](docs/overview.png "Survey Overview")

Our review includes different aspects of learning (Sec. 4): supervised learning, reinforcement learning, imitation
learning, and active learning. We focus on how these techniques can be used for AIPP in robotics. Furthermore, we
discuss relevant application domains (Sec. 5), such as environmental monitoring, exploration and search, semantic
scene understanding, and active simultaneous localization and mapping (SLAM).

# Taxonomy of AIPP Applications

![Taxonomy of AIPP Applications](docs/histograms.png "Taxonomy of AIPP Applications")

Our taxonomy considers four broad application areas: (i) environmental monitoring; (ii) exploration and search;
(iii) semantic scene understanding; and (iv) active SLAM. We also include the utilised learning method: supervised
learning; reinforcement learning; imitation learning; and/or active learning. We provide visual summary statistics
for our survey according to the application area, learning method, and planning space considered by each paper.

## Open-Source Code

| **Title** | **Authors** | **Venue, Year** | **Code, Latest Commit** |
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