BibSLEIGH corpus
BibSLEIGH tags
BibSLEIGH bundles
BibSLEIGH people
Open Knowledge
XHTML 1.0 W3C Rec
CSS 2.1 W3C CanRec
email twitter
Travelled to:
1 × Canada
1 × China
1 × Germany
1 × Israel
3 × USA
Collaborated with:
N.Jetchev T.Lang N.A.Vien N.Vlassis A.J.Storkey S.Vijayakumar N.Plath S.Nakajima C.Friedrich Viktor Zielke Armin Lechler A.Verl Muhammad Usman Khalid Janik M. Hager Werner Kraus M.F.Huber F.V.Agakov E.V.Bonilla J.Cavazos B.Franke G.Fursin M.F.P.O'Boyle J.Thomson C.K.I.Williams
Talks about:
learn (5) model (4) use (4) trajectori (3) relat (3) infer (3) probabilist (2) stochast (2) approxim (2) segment (2)

Person: Marc Toussaint

DBLP DBLP: Toussaint:Marc

Contributed to:

ICML c2 20142014
ICML 20112011
ICML 20102010
ICML 20092009
CGO 20062006
ICML 20062006
ICML 20052005
CASE 20172017
CASE 20192019

Wrote 13 papers:

ICML-c2-2014-NgoT #modelling #relational
Model-Based Relational RL When Object Existence is Partially Observable (NAV, MT), pp. 559–567.
ICML-2011-JetchevT #feedback #retrieval #using
Task Space Retrieval Using Inverse Feedback Control (NJ, MT), pp. 449–456.
ICML-2010-LangT #probability #reasoning #relational
Probabilistic Backward and Forward Reasoning in Stochastic Relational Worlds (TL, MT), pp. 583–590.
ICML-2009-JetchevT #learning #predict
Trajectory prediction: learning to map situations to robot trajectories (NJ, MT), pp. 449–456.
ICML-2009-LangT #approximate #probability #relational
Approximate inference for planning in stochastic relational worlds (TL, MT), pp. 585–592.
ICML-2009-PlathTN #classification #image #multi #random #segmentation #using
Multi-class image segmentation using conditional random fields and global classification (NP, MT, SN), pp. 817–824.
ICML-2009-Toussaint #approximate #optimisation #using
Robot trajectory optimization using approximate inference (MT), pp. 1049–1056.
ICML-2009-VlassisT #learning
Model-free reinforcement learning as mixture learning (NV, MT), pp. 1081–1088.
CGO-2006-AgakovBCFFOTTW #machine learning #optimisation #using
Using Machine Learning to Focus Iterative Optimization (FVA, EVB, JC, BF, GF, MFPO, JT, MT, CKIW), pp. 295–305.
ICML-2006-ToussaintS #markov #probability #process
Probabilistic inference for solving discrete and continuous state Markov Decision Processes (MT, AJS), pp. 945–952.
ICML-2005-ToussaintV #learning #modelling
Learning discontinuities with products-of-sigmoids for switching between local models (MT, SV), pp. 904–911.
CASE-2017-FriedrichZTLV #approach #maintenance #modelling #recognition
Environment modeling for maintenance automation-a next-best-view approach for combining space exploration and object recognition tasks (CF, VZ, MT, AL, AV), pp. 1445–1450.
CASE-2019-KhalidHKHT #segmentation
Deep Workpiece Region Segmentation for Bin Picking (MUK, JMH, WK, MFH, MT), pp. 1138–1144.

Bibliography of Software Language Engineering in Generated Hypertext (BibSLEIGH) is created and maintained by Dr. Vadim Zaytsev.
Hosted as a part of SLEBOK on GitHub.