diff --git a/README.md b/README.md index 948ac0c..24c9009 100644 --- a/README.md +++ b/README.md @@ -29,6 +29,24 @@ If you found this work useful for your own research, feel free to cite it. } ``` +# 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** | diff --git a/docs/histograms.png b/docs/histograms.png new file mode 100644 index 0000000..3c94563 Binary files /dev/null and b/docs/histograms.png differ diff --git a/docs/overview.png b/docs/overview.png new file mode 100644 index 0000000..2d61c0a Binary files /dev/null and b/docs/overview.png differ