Research1
My research can be classified into 3 major groups:
Motion Planning and Navigation
- Multi-Robot Motion Planning with Dynamics in Unknown Environments.
We developed a robust multi-robot motion planning framework which can work well in partially known environments. The environments are challenging for planning with obstacle-rich and multiple narrow passages.- View the paper here.
- Single Robot Motion Planning with Dynamics in Unknown Environments.
- View the paper here.
Learning
- Utilization of supervised learning to improve Motion Planning in Partially Known Environments.
- Utilization of supervised learning improve the runtime efficiency for Motion Planning with Dynamics
- View the paper here