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ORCIDMatthew D. Luciw
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2010 – 2019
- 2017
[j13]Varun Raj Kompella, Marijn F. Stollenga, Matthew D. Luciw, Jürgen Schmidhuber:
Continual curiosity-driven skill acquisition from high-dimensional video inputs for humanoid robots. Artif. Intell. 247: 313-335 (2017)- 2016
- [j12]Varun Raj Kompella, Matthew D. Luciw, Marijn F. Stollenga, Jürgen Schmidhuber:
Optimal Curiosity-Driven Modular Incremental Slow Feature Analysis. Neural Comput. 28(8): 1599-1662 (2016) - 2015
- [j11]Matthew D. Luciw, Sohrob Kazerounian, Konstantin Lahkman, Mathis Richter, Yulia Sandamirskaya:
Learning the Condition of Satisfaction of an Elementary Behavior in Dynamic Field Theory. Paladyn J. Behav. Robotics 6(1) (2015) - 2014
- [j10]Juyang Weng, Matthew D. Luciw:
Brain-Inspired Concept Networks: Learning Concepts from Cluttered Scenes. IEEE Intell. Syst. 29(6): 14-22 (2014) - [j9]Hung Quoc Ngo, Matthew D. Luciw, Jawad Nagi, Alexander Förster
, Jürgen Schmidhuber, Ngo Anh Vien:
Efficient Interactive Multiclass Learning from Binary Feedback. ACM Trans. Interact. Intell. Syst. 4(3): 12:1-12:25 (2014) - [c19]Matthew D. Luciw, Yulia Sandamirskaya, Sohrob Kazerounian, Jürgen Schmidhuber, Gregor Schöner:
Reinforcement and shaping in learning action sequences with neural dynamics. ICDL-EPIROB 2014: 48-55 - [c18]Varun Raj Kompella, Marijn F. Stollenga, Matthew D. Luciw, Jürgen Schmidhuber:
Explore to see, learn to perceive, get the actions for free: SKILLABILITY. IJCNN 2014: 2705-2712 - [c17]Matthew D. Luciw, Sohrob Kazerounian, Yulia Sandamirskaya, Gregor Schöner, Jürgen Schmidhuber:
Reinforcement-Driven Shaping of Sequence Learning in Neural Dynamics. SAB 2014: 198-209 - 2013
- [j8]Matthew D. Luciw, Varun Raj Kompella, Sohrob Kazerounian, Jürgen Schmidhuber:
An intrinsic value system for developing multiple invariant representations with incremental slowness learning. Frontiers Neurorobotics 7: 9 (2013) - [j7]Juyang Weng, Matthew D. Luciw, Qi Zhang:
Brain-Like Emergent Temporal Processing: Emergent Open States. IEEE Trans. Auton. Ment. Dev. 5(2): 89-116 (2013) - [c16]Hung Quoc Ngo, Matthew David Luciw, Ngo Anh Vien, Jürgen Schmidhuber:
Upper Confidence Weighted Learning for Efficient Exploration in Multiclass Prediction with Binary Feedback. IJCAI 2013: 2488-2494 - [c15]Sohrob Kazerounian, Matthew D. Luciw, Mathis Richter, Yulia Sandamirskaya:
Autonomous reinforcement of behavioral sequences in neural dynamics. IJCNN 2013: 1-8 - 2012
- [j6]Varun Raj Kompella, Matthew D. Luciw, Jürgen Schmidhuber:
Incremental Slow Feature Analysis: Adaptive Low-Complexity Slow Feature Updating from High-Dimensional Input Streams. Neural Comput. 24(11): 2994-3024 (2012) - [j5]Juyang Weng, Matthew D. Luciw:
Brain-Like Emergent Spatial Processing. IEEE Trans. Auton. Ment. Dev. 4(2): 161-185 (2012) - [c14]Linus Gisslén, Mark B. Ring, Matthew D. Luciw, Jürgen Schmidhuber:
Modular Value Iteration through Regional Decomposition. AGI 2012: 69-78 - [c13]Matthew D. Luciw, Jürgen Schmidhuber:
Low Complexity Proto-Value Function Learning from Sensory Observations with Incremental Slow Feature Analysis. ICANN (2) 2012: 279-287 - [c12]Sohrob Kazerounian, Matthew D. Luciw, Yulia Sandamirskaya, Mathis Richter, Jürgen Schmidhuber, Gregor Schöner:
Autonomous reinforcement of behavioral sequences in neural dynamics. ICDL-EPIROB 2012: 1-2 - [c11]Varun Raj Kompella, Matthew D. Luciw, Marijn F. Stollenga, Leo Pape, Jürgen Schmidhuber:
Autonomous learning of abstractions using Curiosity-Driven Modular Incremental Slow Feature Analysis. ICDL-EPIROB 2012: 1-8 - [c10]Hung Quoc Ngo, Matthew D. Luciw, Alexander Förster, Jürgen Schmidhuber:
Learning skills from play: Artificial curiosity on a Katana robot arm. IJCNN 2012: 1-8 - [i2]Sohrob Kazerounian, Matthew D. Luciw, Mathis Richter, Yulia Sandamirskaya:
Autonomous Reinforcement of Behavioral Sequences in Neural Dynamics. CoRR abs/1210.3569 (2012) - 2011
- [j4]Zhengping Ji, Matthew D. Luciw, Juyang Weng, Shuqing Zeng:
Incremental Online Object Learning in a Vehicular Radar-Vision Fusion Framework. IEEE Trans. Intell. Transp. Syst. 12(2): 402-411 (2011) - [c9]Linus Gisslén, Matthew D. Luciw, Vincent Graziano, Jürgen Schmidhuber:
Sequential Constant Size Compressors for Reinforcement Learning. AGI 2011: 31-40 - [c8]Giuseppe Cuccu, Matthew D. Luciw, Jürgen Schmidhuber, Faustino J. Gomez:
Intrinsically motivated neuroevolution for vision-based reinforcement learning. ICDL-EPIROB 2011: 1-7 - [c7]Matthew D. Luciw, Vincent Graziano, Mark B. Ring, Jürgen Schmidhuber:
Artificial curiosity with planning for autonomous perceptual and cognitive development. ICDL-EPIROB 2011: 1-8 - [c6]Varun Raj Kompella, Matthew D. Luciw, Jürgen Schmidhuber:
Incremental Slow Feature Analysis. IJCAI 2011: 1354-1359 - [i1]Varun Raj Kompella, Matthew D. Luciw, Jürgen Schmidhuber:
Incremental Slow Feature Analysis: Adaptive and Episodic Learning from High-Dimensional Input Streams. CoRR abs/1112.2113 (2011) - 2010
- [j3]Matthew D. Luciw, Juyang Weng:
Top-Down Connections in Self-Organizing Hebbian Networks: Topographic Class Grouping. IEEE Trans. Auton. Ment. Dev. 2(3): 248-261 (2010) - [c5]Juyang Weng, Matthew D. Luciw:
Online learning for attention, recognition, and tracking by a single developmental framework. CVPR Workshops 2010: 7-14 - [c4]Matthew D. Luciw, Juyang Weng:
Where-what network-4: The effect of multiple internal areas. ICDL 2010: 311-316 - [c3]Matthew D. Luciw, Juyang Weng:
Where-What Network 3: Developmental top-down attention for multiple foregrounds and complex backgrounds. IJCNN 2010: 1-8
2000 – 2009
- 2009
- [j2]Juyang Weng, Matthew D. Luciw:
Dually Optimal Neuronal Layers: Lobe Component Analysis. IEEE Trans. Auton. Ment. Dev. 1(1): 68-85 (2009) - 2008
- [c2]Zhengping Ji, Matthew D. Luciw, Juyang Weng:
Epigenetic sensorimotor pathways and its application to developmental object learning. IEEE Congress on Evolutionary Computation 2008: 3938-3945 - [c1]Matthew D. Luciw, Juyang Weng:
Topographic Class Grouping with applications to 3D object recognition. IJCNN 2008: 3987-3994 - 2006
- [j1]Matthew D. Luciw, Jhengping Zi:
Building blocks of development [robot learning]. IEEE Comput. Intell. Mag. 1(3): 4-8 (2006)
Coauthor Index
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