Marc Toussaint

	2009
37		Tobias Lang, Marc Toussaint: Relevance Grounding for Planning in Relational Domains. ECML/PKDD (1) 2009: 736-751
36		Nils Plath, Marc Toussaint, Shinichi Nakajima: Multi-class image segmentation using conditional random fields and global classification. ICML 2009: 103
35		Marc Toussaint: Robot trajectory optimization using approximate inference. ICML 2009: 132
34		Nikos Vlassis, Marc Toussaint: Model-free reinforcement learning as mixture learning. ICML 2009: 136
33		Nikolay Jetchev, Marc Toussaint: Trajectory prediction: learning to map situations to robot trajectories. ICML 2009: 57
32		Tobias Lang, Marc Toussaint: Approximate inference for planning in stochastic relational worlds. ICML 2009: 74
31		Sethu Vijayakumar, Marc Toussaint, Georgios Petkos, Matthew Howard: Planning and Moving in Dynamic Environments. Creating Brain-Like Intelligence 2009: 151-191
	2008
30		Michael Gienger, Marc Toussaint, Christian Goerick: Task maps in humanoid robot manipulation. IROS 2008: 2758-2764
29		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		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		Marc Toussaint, Christian Goerick: Probabilistic inference for structured planning in robotics. IROS 2007: 3068-3073
25		Ben Williams, Marc Toussaint, Amos J. Storkey: Modelling motion primitives and their timing in biologically executed movements. NIPS 2007
	2006
24		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		Georgios Petkos, Marc Toussaint, Sethu Vijayakumar: Learning Multiple Models of Non-linear Dynamics for Control Under Varying Contexts. ICANN (1) 2006: 898-907
22		Ben H. Williams, Marc Toussaint, Amos J. Storkey: Extracting Motion Primitives from Natural Handwriting Data. ICANN (2) 2006: 634-643
21		Marc Toussaint, Amos J. Storkey: Probabilistic inference for solving discrete and continuous state Markov Decision Processes. ICML 2006: 945-952
20		Marc Toussaint: A Sensorimotor Map: Modulating Lateral Interactions for Anticipation and Planning. Neural Computation 18(5): 1132-1155 (2006)
19		Marc Toussaint: Compact representations as a search strategy: Compression EDAs. Theor. Comput. Sci. 361(1): 57-71 (2006)
	2005
18		Marc Toussaint: Compact Genetic Codes as a Search Strategy of Evolutionary Processes. FOGA 2005: 75-94
17		Marc Toussaint: Factorial representations to generate arbitrary search distributions. GECCO Workshops 2005: 339-345
16		Marc Toussaint, Sethu Vijayakumar: Learning discontinuities with products-of-sigmoids for switching between local models. ICML 2005: 904-911
15		Marc Toussaint, Sethu Vijayakumar: Learning discontinuities for switching between local models. IJCAI 2005: 1744-1745
	2004
14		Marc Toussaint: Notes on information geometry and evolutionary processes CoRR nlin.AO/0408040: (2004)
	2003
13		Marc Toussaint: The Structure of Evolutionary Exploration: On Crossover, Buildings Blocks, and Estimation-Of-Distribution Algorithms. GECCO 2003: 1444-1456
12		Marc Toussaint: Demonstrating the Evolution of Complex Genetic Representations: An Evolution of Artificial Plants. GECCO 2003: 86-97
11		Marc Toussaint: Learning a World Model and Planning with a Self-Organizing, Dynamic Neural System. NIPS 2003
10		Christian Igel, Marc Toussaint: Recent Results on No-Free-Lunch Theorems for Optimization CoRR cs.NE/0303032: (2003)
9		Christian Igel, Marc Toussaint: On classes of functions for which No Free Lunch results hold. Inf. Process. Lett. 86(6): 317-321 (2003)
8		Christian Igel, Marc Toussaint: Neutrality and self-adaptation. Natural Computing 2(2): 117-132 (2003)
	2002
7		Marc Toussaint: On model selection and the disability of neural networks to decompose tasks CoRR nlin.AO/0202038: (2002)
6		Marc Toussaint: A neural model for multi-expert architectures CoRR nlin.AO/0202039: (2002)
5		Marc Toussaint, Christian Igel: Neutrality: A Necessity for Self-Adaptation CoRR nlin.AO/0204038: (2002)
4		Marc Toussaint: The structure of evolutionary exploration: On crossover, buildings blocks and Estimation-Of-Distribution Algorithms CoRR nlin.AO/0212030: (2002)
	2001
3		Christian Igel, Marc Toussaint: On Classes of Functions for which No Free Lunch Results Hold CoRR cs.NE/0108011: (2001)
2		Marc Toussaint: Lectures on Reduce and Maple at UAM I - Mexico CoRR cs.SC/0105033: (2001)
1		Marc Toussaint: Self-adaptive exploration in evolutionary search CoRR physics/0102009: (2001)

Coauthor Index

1	Felix V. Agakov	[24]
2	Edwin V. Bonilla	[24]
3	John Cavazos	[24]
4	Laurent Charlin	[29]
5	Björn Franke	[24]
6	Grigori Fursin	[24]
7	Michael Gienger	[30]
8	Christian Goerick	[26] [30]
9	Matthew Howard	[31]
10	Christian Igel	[3] [5] [8] [9] [10]
11	Nikolay Jetchev	[33]
12	Tobias Lang	[32] [37]
13	Shinichi Nakajima	[36]
14	Michael F. P. O'Boyle	[24]
15	Georgios Petkos	[23] [31]
16	Nils Plath	[36]
17	Pascal Poupart	[29]
18	Peter F. Stadler	[28]
19	Christopher R. Stephens	[28]
20	Amos J. Storkey	[21] [22] [25] [27]
21	John Thomson	[24]
22	Sethu Vijayakumar	[15] [16] [23] [31]
23	Nikos Vlassis	[34]
24	L. Darrell Whitley (Darrell Whitley)	[28]
25	Ben Williams	[25]
26	Ben H. Williams	[22] [27]
27	Christopher K. I. Williams	[24]

Colors in the list of coauthors