CS5247
Motion Planning and Applications

(2006-07, Semester 1)


 
Schedule
Date Topics Presenter Remarks
overview

Required readings:

  1. Motion planning: A journey of robots, molecules, digital Actors, and other artifacts. J.C. Latombe. Int. J. Robotics Research, 18(11):1119-1128, 1999.
     
David Hsu slides
16/08 path planning for point robots

Required readings:

  1. Robot Motion Planning (Chapter 1). J.C. Latombe. Kluwer Academic Publishers, 1991.

Supplementary readings:

  1. Principles of Robot Motion (Chapter 4, 5, 6). H. Choset et al., The MIT Press, 2005.
David Hsu slides

 

23/08 configuration space; Minkowski sum

Supplementary readings:

  1. Robot Motion Planning (Sections 2.1-2.3.1, 2.4, 2.5, 2.7-2.9). J.C. Latombe, Kluwer Academic Publishers, 1991.
  2. Principles of Robot Motion (Section 3.1-3.3, 3.5-3.7). H. Choset et al., The MIT Press, 2005.
David Hsu slides

out:

 

 30/08 collision checking

Required readings:

  1. OBB-Tree: A hierarchical structure for rapid interference detection. S. Gottschalk, M. Lin, and D. Manocha. In SIGGRAPH 96 Conference Proceedings, pp. 171-180, 1996.
  2. V-Clip: Fast and robust polyhedral collision detection. B. Mirtich. ACM Transactions on Graphics, 17(3):177-208, 1998.

Supplementary readings:

  1. Efficient distance computation between non-convex objects. S. Quinlan. In Proc. IEEE Int. Conf. Robotics & Automation, pp. 3324-3329, 1994.
  2. Computational Geometry: Algorithms & Applications (Section 7.1). M. de Berg et al., Springer, 2000.
David Hsu slides

 out:

06/09 introduction to randomized motion planning; multi-query PRM; analysis

Required readings:

  1. Probabilistic roadmaps for path planning in high-dimensional configuration spaces. L.E. Kavraki, P. Svestka, J.C. Latombe, and M. Overmars. IEEE Trans. Robotics & Automation, 12(4):566-580, 1996.
  2. Path planning in expansive configuration spaces. D. Hsu, J.-C. Latombe and R. Motwani.  Int. J. Computational Geometry & Applications, 9(4 & 5):495-512, 1999. (read Sections 1 and 2)
David Hsu

slides
probability review

out:

 

 

13/09 single-query PRM;  sampling strategies;

Required readings:

  1. Path planning in expansive configuration spaces. D. Hsu, J.-C. Latombe and R. Motwani.  Int. J. Computational Geometry & Applications, 9(4 & 5):495-512, 1999.
  2. Path planning using lazy PRM. R. Bohlin and L.E. Kavraki. In Proc. IEEE Int. Conf. Robotics & Automation,  pp. 521–528, 2000.

Supplementary readings:

  1. Randomized kinodynamic planning. S. M. LaValle and J. J. Kuffner. Int. J.  Robotics Research, 20(5):378-400, 2001.
David Hsu slides

out:

20/09 sampling strategies for narrow passages

Required readings:

  1. The Gaussian sampling strategy for probabilistic roadmap planners. V. Boor, M.H. Overmars, and A.F. van der Stappen. Proc. IEEE Int. Conf. Robotics & Automation,  pp. 1018-1023, 1999.
  2. Toward Optimal Configuration Space Sampling. B. Burns and O. Brock.  In Proc. Robotics: Science and Systems, 2005.

Supplementary readings:

  1. On the Probabilistic Foundations of Probabilistic Roadmap Planning. D. Hsu, J.C. Latombe, and H. Kurniawati. 2005.
  2. OBPRM: An obstacle-based PRM for 3D workspaces. Nancy M. Amato, O.B. Bayazit, L.K. Dale, C. Jones, D. Vallejo. In P. K. Agarwal, et al., editors, Robotics: the Algorithmic Perspective, pp. 155-168, A. K. Peters, 1998.
  3. The bridge test for sampling narrow passages with probabilistic roadmap planners. D. Hsu, T. Jiang, J. Reif, and Z. Sun. Proc. IEEE Int. Conf. on Robotics & Automation, pages, 4420-4426, 2003.
1. Wai Kok Hoong
2. Yan Ke
slides 1, 2, S
04/10 digital actors; virtual environment navigation

Required reading:

  1. Planning motions with intentions. Y. Koga, K. Kondo, J. Kuffner, and J.C. Latombe. In SIGGRAPH 94 Conference Proceedings, pp. 395-408, 1994.
  2. Motion planning for camera movements in virtual environments. D. Nieuwenhuisen and M.H. Overmars. 2003.

Supplementary readings:

  1. Robot Motion Planning (Sections 11.1-11.4). J.C. Latombe. Kluwer Academic Publishers, 1991.
  2. An intelligent user interface with motion planning for 3-D navigation. T.-Y. Li and H.-K. Ting. In Proc. IEEE Virtual Reality, 2000.
  3. Interactive navigation in complex environments using path planning. B. Salomon, M. Garber, M.C. Lin, D. Manocha. In Proc. ACM  Symp.  Interactive 3D Graphics, 2003
1. Yan Ke
2. Zhang Zhiyong Melvin
slides 1, 2, S

due: project proposal

 

11/10 target finding & tracking

Required readings:

  1. A visibility-based pursuit-evasion problem. L.J. Guibas, J.C. Latombe, S.M. LaValle, D. Lin, and R. Motwani. Int. J. Computational Geometry & Applications, 9(5):471-194, 1999.
  2. Real-Time combinatorial tracking of a target moving unpredictably among obstacles. H.H. Gonzalez-Banos, C.Y. Lee, and J.C. Latombe. Proc. IEEE Int. Conf. on Robotics & Automation, 2002.
1. Michal Marek Marzec
2. Amit Jain


 

slides 1, 2, S
18/10 multiple robot coordination

Required readings:

  1. Deadlock-free and collision-free coordination of two robot manipulators. P.A. O'Donnell and T. Lozano-Perez.  Proc. IEEE Int. Conf. Robotics & Automation, pp. 484-489, 1989.
  2. Using a PRM planner to compare centralized and decoupled planning for multi-robot systems. G. Sánchez-Ante, J.C. Latombe.  Proc. IEEE Int. Conf. Robotics & Automation, 2002.

Supplementary readings:

  1. Guest editorial: Advances in multirobot systems. T. Arai, E. Pagello, L.E. Parker. IEEE Trans. Robotics & Automation, 18(5):655-661, 2002.
  2. Simulating virtual human crowds with a leader-follower model. T.Y. Li, Y.J. Jeng, and S. Chang. Proc. Computer Animation Conf., 2001.
1. Zhang Jingbo
2. Zhang Zhiyong Melvin


 

slides  1, 2, S

 

25/10 kinodynamic motion planning

Required readings:

  1. Motion planning for car-like robots, a probabilistic learning approach, P. Svestka, M.H. Overmars. Int. J. Robotics Research, 16:119-143, 1997.

  2. Randomized kinodynamic motion planning with moving obstacles. D. Hsu, R. Kindel, J.C. Latombe, and S. Rock. Int. J. Robotics Research, 21(3):233-255, 2002.

Supplementary readings:

  1. Kinodynamic motion planning. B. Donald, P. Xavier, J. Canny, and J. Reif. J. ACM, 40(5):1048-1066, 1993.
  2. Randomized kinodynamic planning. S. M. LaValle and J. J. Kuffner. Int. J.  Robotics Research, 20(5):378-400, 2001.
1. Li Yunzhen
2. Wai Kok Hoog
slides 1, 2, S
01/11 Required readings:
  1. Motion planning for humanoid robots. J.J. Kuffner, K. Nishiwaki, S. Kagami, M. Inaba, and H. Inoue. Int. Symp. Robotics Research, 2003.
  2. Toward autonomous free-climbing robots. T. Bretl, S.M. Rock, and J.C. Latombe,  Int. Symp. on Robotics Research, 2003.
Supplementary readings:
  1. Motion planning for knot untangling. A.M. Ladd and L.E. Kavraki. Proc. Int. Workshop on Algortihmic Foundations of Robotics, 2002.
1. Li Yunzhen
2. Micahl Marek Marzec


 

slides 1, 2, S
08/11 molecular motion

Required readings:

  1. A dimensionality reduction approach to modeling protein flexibility. Teodoro, M., Phillips, G. N. Jr., and Kavraki, L. E.. In Proc.  ACM Int. Conf. on Research in Computational Biology (RECOMB), pp. 299–308, 2002.
  2. Elastic models of conformational transitions in macromolecules. M.K. Kim, G.S. Chirikjian, and R.L. Jernigan. J. Molecular Graphics & Modelling, 21:151-160, 2002.

Supplementary readings:

  1. A randomized kinematics-based approach to pharmacophore-constrained conformational search and database screening. S. M. LaValle, P. Finn, L. Kavraki, and J.C. Latombe.  J. Computational Chemistry, 21(9):731--747, 2000.
1. Zhang Jingbo
2. Amit Jain


 

slides  1, 2, S
15/11 project presentation


Last updated:  Wed Jul 20 12:34:24 MPST 2005