/map_prediction_enhanced_exploration

Open-source modules for ICRA 2019 submission "Learned Map Prediction for Enhanced Mobile Robot Exploration"

About

Open-source modules for ICRA 2019 submission "Learned Map Prediction for Enhanced Mobile Robot Exploration"

Supplementary Video

Learned Map Prediction for Enhanced Mobile Robot Exploration

Preprint

Link

Modules

Online Map Completion

Variational Autoencoder Network for map prediction

online_map_completion_msgs

ROS messages and services for communicating the map prediction data

Stage frontier datagen

Data generation and exploration evaluation programs

Ground truth layer

ROS Costmap layer for building ground truth maps from laser and pose

Stage

Fork of Stage Simulator rtvstage

Hector navigation

Fork of hector navigation for hector exploration planner (hector_navigation)

libfloorplan

Fork of kth_libfloorplan for parsing KTH floorplan dataset