Distributed Optimization with Application to Multi-robot Path Planning
Jan 29, 2010
This project is under progress. Updates will be posted as they become available.
Publications
- Subhrajit Bhattacharya, Vijay Kumar and Maxim Likhachev, "Search-based Path Planning with Homotopy Class Constraints", In Proceedings of The Third Annual Symposium on Combinatorial Search. Atlanta, Georgia, 8-10 July, 2010. (BibTeX)
- Subhrajit Bhattacharya, Vijay Kumar and Maxim Likhachev, "Search-based Path Planning with Homotopy Class Constraints", In Proceedings of The Twenty-Fourth AAAI Conference on Artificial Intelligence. Atlanta, Georgia, 11-15 July, 2010. (BibTeX)
- Subhrajit Bhattacharya, Vijay Kumar and Maxim Likhachev, "Distributed Optimization with Pairwise Constraints and its Application to Multi-robot Path Planning", In Proceedings of Robotics: Science and Systems. Zaragoza, Spain, MIT Press, 27-30 June, 2010. (BibTeX)
- Subhrajit Bhattacharya, Maxim Likhachev and Vijay Kumar, "Multi-agent Path Planning with Multiple Tasks and Distance Constraints", In Proceedings of IEEE International Conference on Robotics and Automation (ICRA). Anchorage, Alaska, 3-8 May, 2010. (BibTeX)
Technical Report and Paper
- Subhrajit Bhattacharya, Maxim Likhachev and Vijay Kumar, "Distributed Path Consensus Algorithm", Technical Report, University of Pennsylvania, 2010. (BibTeX)
Presentation
- Subhrajit Bhattacharya, Vijay Kumar and Maxim Likhachev, "Distributed Optimization with Pairwise Constraints and its Application to Multi-robot Path Planning", In Proceedings of Robotics: Science and Systems., 2010. (BibTeX)
- Subhrajit Bhattacharya, Vijay Kumar and Maxim Likhachev, "Search-based Path Planning with Homotopy Class Constraints", In Proceedings of The Twenty-Fourth AAAI Conference on Artificial Intelligence. Atlanta, Georgia, July, 2010. (BibTeX)
- Subhrajit Bhattacharya, Vijay Kumar and Maxim Likhachev, "Search-based Path Planning with Homotopy Class Constraints", In Proceedings of The Twenty-Fourth AAAI Conference on Artificial Intelligence. Atlanta, Georgia, July, 2010. (BibTeX)
- Subhrajit Bhattacharya, Maxim Likhachev and Vijay Kumar, "Multi-agent Path Planning with Multiple Tasks and Distance Constraints", In IEEE International Conference on Robotics and Automation (ICRA). Anchorage, Alaska, 3-8 May, 2010. (BibTeX)
Movies:
- Three robots executing plans in L457 with extended rendezvous: AVI movie (71.9 MB)
- Two robots executing plans in L457 with tasks and rendezvous constraints: M2V movie (plays in VLC) (82.1 MB)
- Two robots (one areal and one ground) modify their trajectories to rendezvous inside the tunnel: AVI movie (3.82 MB)
- Four robots plan in X-Y-Z-time to perform complex coordination and information exchange tasks: M2V movie (plays in VLC) (46.7 MB)
Code
- Codes related to implementation and demonstration of Homotopy Class constraints
- Distributed Path Planning code - MATLAB code for the exact implementation