This is a ros pkg for gazebo actor plugin.
Add the repositories of Gazebo 8 and ROS kinetic
Install Gazebo 8, Ros kinetic in buntu 16.04 and other dependencies.
sudo apt-get install ros-kinetic-desktop-fullsudo apt-get install ros-kinetic-gazebo8-ros-pkgs
cd /path/to/workspace/srcgit clone git@github.com:onlytailei/gym_ped_sim.gitcatkin build
roslaunch turtlebot3_social default.launch
actor_plugin
Build based on a Gazebo official example. This node broadcasts the tf of every actor. Social force model is applied in every actor to interactive with each other.
actor_services
The python files help to create several gazebo sdf files quickly. There is a rviz file for visualization.
turtlebo3_social
In our socially compliant pedestrian simulator, we collect data by mounting a depth sensor onto one of the pedestrians, to the height matching that of real-world setups. Then, the social force model, as described in the paper, is used to label each incoming depth
image with their corresponding social force.
data_collection
To save the related dataset.
The collected pedestrian navigation dataset contains:
Please reference gym_style_gazebo
This is the reference implementation of the plugins and for the paper Socially-compliant Navigation through Raw Depth Inputs with Generative Adversarial Imitation Learning. If it helps your research, please cite:
@article{tai2017socially,title={Socially-compliant Navigation through Raw Depth Inputs with Generative Adversarial Imitation Learning},author={Tai, Lei and Zhang, Jingwei and Liu, Ming and Burgard, Wolfram},journal={arXiv preprint arXiv:1710.02543},year={2017}}