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Browsing by Author Vijayakumar, Sethu

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Issue DateTitleAuthor(s)Supervisor(s)
2010Learning Nullspace PoliciesTowell, Christopher; Howard, Matthew; Vijayakumar, Sethu-
2008Learning Potential-based Policies from Constrained MotionHoward, Matthew; Klanke, Stefan; Gienger, Michael; Goerick, Christian; Vijayakumar, Sethu-
2006Learning Utility Surfaces for Movement SelectionHoward, Matthew; Gienger, Michael; Goerick, Christian; Vijayakumar, Sethu-
2008A Library for Locally Weighted Projection RegressionKlanke, Stefan; Vijayakumar, Sethu; Schaal, Stefan-
Jun-2007Linear and Nonlinear Generative Probabilistic Class Models for Shape ContoursMcNeill, Graham; Vijayakumar, Sethu-
2009Local Dimensionality Reduction for Non-Parametric RegressionHoffmann, Heiko; Schaal, Stefan; Vijayakumar, Sethu-
Jun-2005LWPR: A Scalable Method for Incremental Online Learning in High DimensionsVijayakumar, Sethu; D'Souza, Aaron; Schaal, Stefan-
2010Methods for Learning Control Policies from Variable Constraint DemonstrationsHoward, Matthew; Klanke, Stefan; Gienger, Michael; Goerick, Christian; Vijayakumar, Sethu-
25-Jun-2012Motion planning and reactive control on learnt skill manifoldsHavoutis, IoannisRamamoorthy, Subramanian; Vijayakumar, Sethu
2008Multi-task Gaussian Process Learning of Robot Inverse DynamicsChai, Kian Ming; Klanke, Stefan; Williams, Chris; Vijayakumar, Sethu-
15-Jan-2009Multisensory Oddity Detection as Bayesian InferenceHospedales, Timothy; Vijayakumar, Sethu-
2011Nonlinear Dimensionality Reduction for Motion Synthesis and ControlBitzer, SebastianVijayakumar, Sethu
2009A Novel Method for Learning Policies from Constrained MotionHoward, Matthew; Klanke, Stefan; Gienger, Michael; Goerick, Christian; Vijayakumar, Sethu-
2009A Novel Method for Learning Policies from Variable Constraint DataHoward, Matthew; Klanke, Stefan; Gienger, Michael; Goerick, Christian; Vijayakumar, Sethu-
2008Optimal control with adaptive internal dynamics modelsMitrovic, Djordje; Klanke, Stefan; Vijayakumar, Sethu-
2010Optimal Feedback Control for Anthropomorphic ManipulatorsMitrovic, Djordje; Nagashima, Sho; Klanke, Stefan; Matsubara, Takamitsu; Vijayakumar, Sethu-
Jun-2006Part-based Probabilistic Point Matching using Equivalence ConstraintsMcNeill, Graham; Vijayakumar, Sethu-
2009Planning and Moving in Dynamic Environments: A statistical machine learning approachVijayakumar, Sethu; Toussaint, Marc; Petkos, Georgios; Howard, Matthew-
Jan-2006A Probabilistic Approach to Robust Shape Matching and Part DecompositionMcNeill, Graham; Vijayakumar, Sethu-
2009Realizing Dexterous Manipulation with Structured Manifolds using UKR with Structural HintsSteffen, Jan; Klanke, Stefan; Vijayakumar, Sethu; Ritter, Helge-
Showing results 35 to 54 of 69
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