Scalable Techniques from Nonparametric Statistics for Real Time Robot Learning
Applied Intelligence
Statistical Learning for Humanoid Robots
Autonomous Robots
MLP in layer-wise form with applications to weight decay
Neural Computation
A non-computationally-intensive neurocontroller for autonomous mobile robot navigation
Biologically inspired robot behavior engineering
Detecting Network Attacks in the Internet via Statistical Network Traffic Normality Prediction
Journal of Network and Systems Management
Incremental neural network construction by using correlation as cost function
Design and application of hybrid intelligent systems
Incremental learning of linear model trees
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Feedback error learning and nonlinear adaptive control
Neural Networks
Learning discontinuities with products-of-sigmoids for switching between local models
ICML '05 Proceedings of the 22nd international conference on Machine learning
Incremental Learning of Linear Model Trees
Machine Learning
On-line EM Algorithm for the Normalized Gaussian Network
Neural Computation
A Neural Framework for Robot Motor Learning Based on Memory Consolidation
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Perturbational Neural Networks for Incremental Learning in Virtual Learning System
Neural Information Processing
An online approach based on locally weighted learning for short-term traffic flow prediction
Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems
Learning Model Trees from Data Streams
DS '08 Proceedings of the 11th International Conference on Discovery Science
Anticipatory Learning Classifier Systems and Factored Reinforcement Learning
Anticipatory Behavior in Adaptive Learning Systems
Kernel carpentry for online regression using randomly varying coefficient model
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
An adaptive automated robotic task-practice system for rehabilitation of arm functions after stroke
IEEE Transactions on Robotics - Special issue on rehabilitation robotics
A novel method for learning policies from constrained motion
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Robust constraint-consistent learning
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
XCSF with local deletion: preventing detrimental forgetting
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Coupled dynamical system based arm-hand grasping model for learning fast adaptation strategies
Robotics and Autonomous Systems
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