| 2008 |
| 30 | EE | Michael Gienger,
Marc Toussaint,
Christian Goerick:
Task maps in humanoid robot manipulation.
IROS 2008: 2758-2764 |
| 29 | EE | Marc Toussaint,
Laurent Charlin,
Pascal Poupart:
Hierarchical POMDP Controller Optimization by Likelihood Maximization.
UAI 2008: 562-570 |
| 2007 |
| 28 | | Christopher R. Stephens,
Marc Toussaint,
L. Darrell Whitley,
Peter F. Stadler:
Foundations of Genetic Algorithms, 9th International Workshop, FOGA 2007, Mexico City, Mexico, January 8-11, 2007, Revised Selected Papers
Springer 2007 |
| 27 | EE | Ben H. Williams,
Marc Toussaint,
Amos J. Storkey:
A Primitive Based Generative Model to Infer Timing Information in Unpartitioned Handwriting Data.
IJCAI 2007: 1119-1124 |
| 26 | EE | Marc Toussaint,
Christian Goerick:
Probabilistic inference for structured planning in robotics.
IROS 2007: 3068-3073 |
| 25 | EE | Ben Williams,
Marc Toussaint,
Amos J. Storkey:
Modelling motion primitives and their timing in biologically executed movements.
NIPS 2007 |
| 2006 |
| 24 | EE | 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.
CGO 2006: 295-305 |
| 23 | EE | Georgios Petkos,
Marc Toussaint,
Sethu Vijayakumar:
Learning Multiple Models of Non-linear Dynamics for Control Under Varying Contexts.
ICANN (1) 2006: 898-907 |
| 22 | EE | Ben H. Williams,
Marc Toussaint,
Amos J. Storkey:
Extracting Motion Primitives from Natural Handwriting Data.
ICANN (2) 2006: 634-643 |
| 21 | EE | Marc Toussaint,
Amos J. Storkey:
Probabilistic inference for solving discrete and continuous state Markov Decision Processes.
ICML 2006: 945-952 |
| 20 | EE | Marc Toussaint:
A Sensorimotor Map: Modulating Lateral Interactions for Anticipation and Planning.
Neural Computation 18(5): 1132-1155 (2006) |
| 19 | EE | Marc Toussaint:
Compact representations as a search strategy: Compression EDAs.
Theor. Comput. Sci. 361(1): 57-71 (2006) |
| 2005 |
| 18 | EE | Marc Toussaint:
Compact Genetic Codes as a Search Strategy of Evolutionary Processes.
FOGA 2005: 75-94 |
| 17 | EE | Marc Toussaint:
Factorial representations to generate arbitrary search distributions.
GECCO Workshops 2005: 339-345 |
| 16 | EE | Marc Toussaint,
Sethu Vijayakumar:
Learning discontinuities with products-of-sigmoids for switching between local models.
ICML 2005: 904-911 |
| 15 | EE | Marc Toussaint,
Sethu Vijayakumar:
Learning discontinuities for switching between local models.
IJCAI 2005: 1744-1745 |
| 2004 |
| 14 | EE | Marc Toussaint:
Notes on information geometry and evolutionary processes
CoRR nlin.AO/0408040: (2004) |
| 2003 |
| 13 | EE | Marc Toussaint:
The Structure of Evolutionary Exploration: On Crossover, Buildings Blocks, and Estimation-Of-Distribution Algorithms.
GECCO 2003: 1444-1456 |
| 12 | EE | Marc Toussaint:
Demonstrating the Evolution of Complex Genetic Representations: An Evolution of Artificial Plants.
GECCO 2003: 86-97 |
| 11 | EE | Marc Toussaint:
Learning a World Model and Planning with a Self-Organizing, Dynamic Neural System.
NIPS 2003 |
| 10 | EE | Christian Igel,
Marc Toussaint:
Recent Results on No-Free-Lunch Theorems for Optimization
CoRR cs.NE/0303032: (2003) |
| 9 | EE | Christian Igel,
Marc Toussaint:
On classes of functions for which No Free Lunch results hold.
Inf. Process. Lett. 86(6): 317-321 (2003) |
| 8 | EE | Christian Igel,
Marc Toussaint:
Neutrality and self-adaptation.
Natural Computing 2(2): 117-132 (2003) |
| 2002 |
| 7 | EE | Marc Toussaint:
On model selection and the disability of neural networks to decompose tasks
CoRR nlin.AO/0202038: (2002) |
| 6 | EE | Marc Toussaint:
A neural model for multi-expert architectures
CoRR nlin.AO/0202039: (2002) |
| 5 | EE | Marc Toussaint,
Christian Igel:
Neutrality: A Necessity for Self-Adaptation
CoRR nlin.AO/0204038: (2002) |
| 4 | EE | Marc Toussaint:
The structure of evolutionary exploration: On crossover, buildings blocks and Estimation-Of-Distribution Algorithms
CoRR nlin.AO/0212030: (2002) |
| 2001 |
| 3 | EE | Christian Igel,
Marc Toussaint:
On Classes of Functions for which No Free Lunch Results Hold
CoRR cs.NE/0108011: (2001) |
| 2 | EE | Marc Toussaint:
Lectures on Reduce and Maple at UAM I - Mexico
CoRR cs.SC/0105033: (2001) |
| 1 | EE | Marc Toussaint:
Self-adaptive exploration in evolutionary search
CoRR physics/0102009: (2001) |