Matthew D. Luciw

33 papers A* 1B 6Journal 15Unranked 11
YearRankTypeTitle / Venue / Authors
2017 J jnl
Continual curiosity-driven skill acquisition from high-dimensional video inputs for humanoid robots.
Artif. Intell.
Varun Raj Kompella, Marijn F. Stollenga, Matthew D. Luciw, Jürgen Schmidhuber
2016 J jnl
Optimal Curiosity-Driven Modular Incremental Slow Feature Analysis.
Neural Comput.
Varun Raj Kompella, Matthew D. Luciw, Marijn F. Stollenga, Jürgen Schmidhuber
2015 J jnl
Learning the Condition of Satisfaction of an Elementary Behavior in Dynamic Field Theory.
Paladyn J. Behav. Robotics
Matthew D. Luciw, Sohrob Kazerounian, Konstantin Lahkman, Mathis Richter, Yulia Sandamirskaya
2014 J jnl
Brain-Inspired Concept Networks: Learning Concepts from Cluttered Scenes.
IEEE Intell. Syst.
Juyang Weng, Matthew D. Luciw
2014 J jnl
Efficient Interactive Multiclass Learning from Binary Feedback.
ACM Trans. Interact. Intell. Syst.
Hung Quoc Ngo, Matthew D. Luciw, Jawad Nagi, Alexander Förster, Jürgen Schmidhuber, Ngo Anh Vien
2014 B conf
Explore to see, learn to perceive, get the actions for free: SKILLABILITY.
IJCNN
Varun Raj Kompella, Marijn F. Stollenga, Matthew D. Luciw, Jürgen Schmidhuber
2014 — conf
Reinforcement and shaping in learning action sequences with neural dynamics.
ICDL-EPIROB
Matthew D. Luciw, Yulia Sandamirskaya, Sohrob Kazerounian, Jürgen Schmidhuber, Gregor Schöner
2014 — conf
Reinforcement-Driven Shaping of Sequence Learning in Neural Dynamics.
SAB
Matthew D. Luciw, Sohrob Kazerounian, Yulia Sandamirskaya, Gregor Schöner, Jürgen Schmidhuber
2013 J jnl
An intrinsic value system for developing multiple invariant representations with incremental slowness learning.
Frontiers Neurorobotics
Matthew D. Luciw, Varun Raj Kompella, Sohrob Kazerounian, Jürgen Schmidhuber
2013 B conf
Autonomous reinforcement of behavioral sequences in neural dynamics.
IJCNN
Sohrob Kazerounian, Matthew D. Luciw, Mathis Richter, Yulia Sandamirskaya
2013 J jnl
Brain-Like Emergent Temporal Processing: Emergent Open States.
IEEE Trans. Auton. Ment. Dev.
Juyang Weng, Matthew D. Luciw, Qi Zhang
2012 J jnl
Autonomous Reinforcement of Behavioral Sequences in Neural Dynamics
CoRR
Sohrob Kazerounian, Matthew D. Luciw, Mathis Richter, Yulia Sandamirskaya
2012 — conf
Autonomous learning of abstractions using Curiosity-Driven Modular Incremental Slow Feature Analysis.
ICDL-EPIROB
Varun Raj Kompella, Matthew D. Luciw, Marijn F. Stollenga, Leo Pape, Jürgen Schmidhuber
2012 — conf
Autonomous reinforcement of behavioral sequences in neural dynamics.
ICDL-EPIROB
Sohrob Kazerounian, Matthew D. Luciw, Yulia Sandamirskaya, Mathis Richter, Jürgen Schmidhuber, Gregor Schöner
2012 J jnl
Brain-Like Emergent Spatial Processing.
IEEE Trans. Auton. Ment. Dev.
Juyang Weng, Matthew D. Luciw
2012 J jnl
Incremental Slow Feature Analysis: Adaptive Low-Complexity Slow Feature Updating from High-Dimensional Input Streams.
Neural Comput.
Varun Raj Kompella, Matthew D. Luciw, Jürgen Schmidhuber
2012 B conf
Learning skills from play: Artificial curiosity on a Katana robot arm.
IJCNN
Hung Quoc Ngo, Matthew D. Luciw, Alexander Förster, Jürgen Schmidhuber
2012 — conf
Low Complexity Proto-Value Function Learning from Sensory Observations with Incremental Slow Feature Analysis.
ICANN (2)
Matthew D. Luciw, Jürgen Schmidhuber
2012 — conf
Modular Value Iteration through Regional Decomposition.
AGI
Linus Gisslén, Mark B. Ring, Matthew D. Luciw, Jürgen Schmidhuber
2011 — conf
Artificial curiosity with planning for autonomous perceptual and cognitive development.
ICDL-EPIROB
Matthew D. Luciw, Vincent Graziano, Mark B. Ring, Jürgen Schmidhuber
2011 J jnl
Incremental Online Object Learning in a Vehicular Radar-Vision Fusion Framework.
IEEE Trans. Intell. Transp. Syst.
Zhengping Ji, Matthew D. Luciw, Juyang Weng, Shuqing Zeng
2011 A* conf
Incremental Slow Feature Analysis.
IJCAI
Varun Raj Kompella, Matthew D. Luciw, Jürgen Schmidhuber
2011 J jnl
Incremental Slow Feature Analysis: Adaptive and Episodic Learning from High-Dimensional Input Streams
CoRR
Varun Raj Kompella, Matthew D. Luciw, Jürgen Schmidhuber
2011 — conf
Intrinsically motivated neuroevolution for vision-based reinforcement learning.
ICDL-EPIROB
Giuseppe Cuccu, Matthew D. Luciw, Jürgen Schmidhuber, Faustino J. Gomez
2011 — conf
Sequential Constant Size Compressors for Reinforcement Learning.
AGI
Linus Gisslén, Matthew D. Luciw, Vincent Graziano, Jürgen Schmidhuber
2010 — conf
Online learning for attention, recognition, and tracking by a single developmental framework.
CVPR Workshops
Juyang Weng, Matthew D. Luciw
2010 J jnl
Top-Down Connections in Self-Organizing Hebbian Networks: Topographic Class Grouping.
IEEE Trans. Auton. Ment. Dev.
Matthew D. Luciw, Juyang Weng
2010 B conf
Where-What Network 3: Developmental top-down attention for multiple foregrounds and complex backgrounds.
IJCNN
Matthew D. Luciw, Juyang Weng
2010 — conf
Where-what network-4: The effect of multiple internal areas.
ICDL
Matthew D. Luciw, Juyang Weng
2009 J jnl
Dually Optimal Neuronal Layers: Lobe Component Analysis.
IEEE Trans. Auton. Ment. Dev.
Juyang Weng, Matthew D. Luciw
2008 B conf
Epigenetic sensorimotor pathways and its application to developmental object learning.
IEEE Congress on Evolutionary Computation
Zhengping Ji, Matthew D. Luciw, Juyang Weng
2008 B conf
Topographic Class Grouping with applications to 3D object recognition.
IJCNN
Matthew D. Luciw, Juyang Weng
2006 J jnl
Building blocks of development [robot learning].
IEEE Comput. Intell. Mag.
Matthew D. Luciw, Jhengping Zi