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Marc Toussaint: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Felix V. Agakov, Edwin V. Bonilla, John Cavazos, Björn Franke, Grigori Fursin, Michael F. P. O'Boyle, John Thomson, Marc Toussaint, Christopher K. I. Williams
    Using Machine Learning to Focus Iterative Optimization. [Citation Graph (0, 0)][DBLP]
    CGO, 2006, pp:295-305 [Conf]
  2. Marc Toussaint
    Compact Genetic Codes as a Search Strategy of Evolutionary Processes. [Citation Graph (0, 0)][DBLP]
    FOGA, 2005, pp:75-94 [Conf]
  3. Marc Toussaint
    Demonstrating the Evolution of Complex Genetic Representations: An Evolution of Artificial Plants. [Citation Graph (0, 0)][DBLP]
    GECCO, 2003, pp:86-97 [Conf]
  4. Marc Toussaint
    The Structure of Evolutionary Exploration: On Crossover, Buildings Blocks, and Estimation-Of-Distribution Algorithms. [Citation Graph (0, 0)][DBLP]
    GECCO, 2003, pp:1444-1456 [Conf]
  5. Marc Toussaint
    Factorial representations to generate arbitrary search distributions. [Citation Graph (0, 0)][DBLP]
    GECCO Workshops, 2005, pp:339-345 [Conf]
  6. Georgios Petkos, Marc Toussaint, Sethu Vijayakumar
    Learning Multiple Models of Non-linear Dynamics for Control Under Varying Contexts. [Citation Graph (0, 0)][DBLP]
    ICANN (1), 2006, pp:898-907 [Conf]
  7. Ben H. Williams, Marc Toussaint, Amos J. Storkey
    Extracting Motion Primitives from Natural Handwriting Data. [Citation Graph (0, 0)][DBLP]
    ICANN (2), 2006, pp:634-643 [Conf]
  8. Marc Toussaint, Amos J. Storkey
    Probabilistic inference for solving discrete and continuous state Markov Decision Processes. [Citation Graph (0, 0)][DBLP]
    ICML, 2006, pp:945-952 [Conf]
  9. Marc Toussaint, Sethu Vijayakumar
    Learning discontinuities with products-of-sigmoids for switching between local models. [Citation Graph (0, 0)][DBLP]
    ICML, 2005, pp:904-911 [Conf]
  10. Marc Toussaint, Sethu Vijayakumar
    Learning discontinuities for switching between local models. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2005, pp:1744-1745 [Conf]
  11. Ben H. Williams, Marc Toussaint, Amos J. Storkey
    A Primitive Based Generative Model to Infer Timing Information in Unpartitioned Handwriting Data. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2007, pp:1119-1124 [Conf]
  12. Marc Toussaint
    Learning a World Model and Planning with a Self-Organizing, Dynamic Neural System. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  13. Christian Igel, Marc Toussaint
    On Classes of Functions for which No Free Lunch Results Hold [Citation Graph (0, 0)][DBLP]
    CoRR, 2001, v:0, n:, pp:- [Journal]
  14. Christian Igel, Marc Toussaint
    Recent Results on No-Free-Lunch Theorems for Optimization [Citation Graph (0, 0)][DBLP]
    CoRR, 2003, v:0, n:, pp:- [Journal]
  15. Marc Toussaint
    Lectures on Reduce and Maple at UAM I - Mexico [Citation Graph (0, 0)][DBLP]
    CoRR, 2001, v:0, n:, pp:- [Journal]
  16. Marc Toussaint
    On model selection and the disability of neural networks to decompose tasks [Citation Graph (0, 0)][DBLP]
    CoRR, 2002, v:0, n:, pp:- [Journal]
  17. Marc Toussaint
    A neural model for multi-expert architectures [Citation Graph (0, 0)][DBLP]
    CoRR, 2002, v:0, n:, pp:- [Journal]
  18. Marc Toussaint, Christian Igel
    Neutrality: A Necessity for Self-Adaptation [Citation Graph (0, 0)][DBLP]
    CoRR, 2002, v:0, n:, pp:- [Journal]
  19. Marc Toussaint
    The structure of evolutionary exploration: On crossover, buildings blocks and Estimation-Of-Distribution Algorithms [Citation Graph (0, 0)][DBLP]
    CoRR, 2002, v:0, n:, pp:- [Journal]
  20. Marc Toussaint
    Notes on information geometry and evolutionary processes [Citation Graph (0, 0)][DBLP]
    CoRR, 2004, v:0, n:, pp:- [Journal]
  21. Marc Toussaint
    Self-adaptive exploration in evolutionary search [Citation Graph (0, 0)][DBLP]
    CoRR, 2001, v:0, n:, pp:- [Journal]
  22. Christian Igel, Marc Toussaint
    On classes of functions for which No Free Lunch results hold. [Citation Graph (0, 0)][DBLP]
    Inf. Process. Lett., 2003, v:86, n:6, pp:317-321 [Journal]
  23. Christian Igel, Marc Toussaint
    Neutrality and self-adaptation. [Citation Graph (0, 0)][DBLP]
    Natural Computing, 2003, v:2, n:2, pp:117-132 [Journal]
  24. Marc Toussaint
    A Sensorimotor Map: Modulating Lateral Interactions for Anticipation and Planning. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2006, v:18, n:5, pp:1132-1155 [Journal]
  25. Marc Toussaint
    Compact representations as a search strategy: Compression EDAs. [Citation Graph (0, 0)][DBLP]
    Theor. Comput. Sci., 2006, v:361, n:1, pp:57-71 [Journal]

  26. Approximate inference for planning in stochastic relational worlds. [Citation Graph (, )][DBLP]


  27. Multi-class image segmentation using conditional random fields and global classification. [Citation Graph (, )][DBLP]


  28. Robot trajectory optimization using approximate inference. [Citation Graph (, )][DBLP]


  29. Model-free reinforcement learning as mixture learning. [Citation Graph (, )][DBLP]


  30. Trajectory prediction: learning to map situations to robot trajectories. [Citation Graph (, )][DBLP]


  31. Probabilistic Backward and Forward Reasoning in Stochastic Relational Worlds. [Citation Graph (, )][DBLP]


  32. Probabilistic Exploitation of the Lucas and Kanade Smoothness Constraint. [Citation Graph (, )][DBLP]


  33. Uncertainty optimization for robust dynamic optical flow estimation. [Citation Graph (, )][DBLP]


  34. Integrated motor control, planning, grasping and high-level reasoning in a blocks world using probabilistic inference. [Citation Graph (, )][DBLP]


  35. Trajectory prediction in cluttered voxel environments. [Citation Graph (, )][DBLP]


  36. Modelling motion primitives and their timing in biologically executed movements. [Citation Graph (, )][DBLP]


  37. Relevance Grounding for Planning in Relational Domains. [Citation Graph (, )][DBLP]


  38. Exploration in Relational Worlds. [Citation Graph (, )][DBLP]


  39. Hierarchical POMDP Controller Optimization by Likelihood Maximization. [Citation Graph (, )][DBLP]


  40. Task maps in humanoid robot manipulation. [Citation Graph (, )][DBLP]


  41. Probabilistic inference for structured planning in robotics. [Citation Graph (, )][DBLP]


  42. Learning model-free robot control by a Monte Carlo EM algorithm. [Citation Graph (, )][DBLP]


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