Structure learning in action

[1]  Charles A. Edwards,et al.  Acquired equivalence and distinctiveness in matching to sample by pigeons: Mediation by reinforcer-specific expectancies. , 1982 .

[2]  Stefano Nolfi,et al.  Learning to Adapt to Changing Environments in Evolving Neural Networks , 1996, Adapt. Behav..

[3]  P. R. Davidson,et al.  Motor learning and prediction in a variable environment , 2003, Current Opinion in Neurobiology.

[4]  Gregor Schöner,et al.  The uncontrolled manifold concept: identifying control variables for a functional task , 1999, Experimental Brain Research.

[5]  E. Bizzi,et al.  The construction of movement by the spinal cord , 1999, Nature Neuroscience.

[6]  Wray L. Buntine.  A Guide to the Literature on Learning Probabilistic Networks from Data , 1996, IEEE Trans. Knowl. Data Eng..

[7]  Diana Caine Ba BSc Ma.  Memory from A to Z: Keywords, Concepts and Beyond , 2005 .

[8]  R. Schmidt.  Motor Schema Theory after 27 Years: Reflections and Implications for a New Theory , 2003, Research quarterly for exercise and sport.

[9]  F A Mussa-Ivaldi,et al.  Adaptive representation of dynamics during learning of a motor task , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[10]  R. K. Thomas,et al.  The effects of nucleus basalis magnocellularis lesions in Long-Evans hooded rats on two learning set formation tasks, delayed matching-to-sample learning, and open-field activity. , 2001, Behavioral neuroscience.

[11]  Jacob J Bloomberg,et al.  Obstacle Avoidance in Novel Visual Environments Improved by Variable Practice Training , 2005, Perceptual and motor skills.

[12]  D M Wolpert,et al.  The influence of previous experience on predictive motor control , 2001, Neuroreport.

[13]  J. Tenenbaum,et al.  Theory-based Bayesian models of inductive learning and reasoning , 2006, Trends in Cognitive Sciences.

[14]  Andrew J. Bulpitt,et al.  A Primer on Learning in Bayesian Networks for Computational Biology , 2007, PLoS Comput. Biol..

[15]  F. A. Mussa-Ivaldi,et al.  Does the motor control system use multiple models and context switching to cope with a variable environment? , 2002, Experimental Brain Research.

[16]  J. Diedrichsen.  Optimal Task-Dependent Changes of Bimanual Feedback Control and Adaptation , 2007, Current Biology.

[17]  Zoubin Ghahramani,et al.  Learning Dynamic Bayesian Networks , 1997, Summer School on Neural Networks.

[18]  Konrad Paul Kording,et al.  Review TRENDS in Cognitive Sciences Vol.10 No.7 July 2006 Special Issue: Probabilistic models of cognition Bayesian decision theory in sensorimotor control , 2022 .

[19]  H. Würbel,et al.  Animal neuropsychology: Validation of the Intra-Dimensional Extra-Dimensional set shifting task for mice , 2006, Behavioural Brain Research.

[20]  R. Schmidt.  A schema theory of discrete motor skill learning. , 1975 .

[21]  E A Wasserman,et al.  Pigeons show same-different conceptualization after training with complex visual stimuli. , 1995, Journal of experimental psychology. Animal behavior processes.

[22]  N. A. Bernshteĭn.  The co-ordination and regulation of movements , 1967 .

[23]  S. Sloman,et al.  The advantage of timely intervention. , 2004, Journal of experimental psychology. Learning, memory, and cognition.

[24]  M. Latash,et al.  Motor Control Strategies Revealed in the Structure of Motor Variability , 2002, Exercise and sport sciences reviews.

[25]  Vladimir Vapnik,et al.  Statistical learning theory , 1998 .

[26]  Paul R. Schrater,et al.  Structure Learning in Human Sequential Decision-Making , 2008, NIPS.

[27]  T. Robbins,et al.  The effects of intradimensional and extradimensional shifts on visual discrimination learning in humans and non-human primates , 1988, The Quarterly journal of experimental psychology. B, Comparative and physiological psychology.

[28]  Otmar Bock,et al.  Conditions for interference versus facilitation during sequential sensorimotor adaptation , 2001, Experimental Brain Research.

[29]  S. Sastry,et al.  Adaptive Control: Stability, Convergence and Robustness , 1989 .

[30]  J. Bain,et al.  Induction of Relational Schemas: Common Processes in Reasoning and Complex Learning , 1998, Cognitive Psychology.

[31]  R A Scheidt,et al.  Impedance control and internal model formation when reaching in a randomly varying dynamical environment. , 2001, Journal of neurophysiology.

[32]  Nir Friedman,et al.  The Bayesian Structural EM Algorithm , 1998, UAI.

[33]  Rachael D. Seidler,et al.  Older adults can learn to learn new motor skills , 2007, Behavioural Brain Research.

[34]  The role of physical identity of the sample and correct comparison stimulus in matching-to-sample paradigms. , 1978, Journal of the experimental analysis of behavior.

[35]  J. Tenenbaum,et al.  Structure and strength in causal induction , 2005, Cognitive Psychology.

[36]  D. Hultsch,et al.  Learning to learn in adulthood. , 1974, Journal of gerontology.

[37]  Gregor Schöner,et al.  Identifying the control structure of multijoint coordination during pistol shooting , 2000, Experimental Brain Research.

[38]  R. Seidler.  Multiple Motor Learning Experiences Enhance Motor Adaptability , 2004, Journal of Cognitive Neuroscience.

[39]  K. Fujita.  Acquisition and transfer of a higher-order conditional discrimination performance in the Japanese monkey , 1983 .

[40]  C. P. Duncan.  Description of learning to learn in human subjects. , 1960, The American journal of psychology.

[41]  G. A. Arutyunyan,et al.  Organization of movements on execution by man of an exact postural task , 1970 .

[42]  J. Warren.  THE COMPARATIVE PSYCHOLOGY OF LEARNING. , 1965, Annual review of psychology.

[43]  J Randall Flanagan,et al.  Visuomotor rotations of varying size and direction compete for a single internal model in motor working memory. , 2002, Journal of experimental psychology. Human perception and performance.

[44]  Sunita Sarawagi.  Learning with Graphical Models , 2008 .

[45]  E. Todorov.  Optimality principles in sensorimotor control , 2004, Nature Neuroscience.

[46]  S. Scott.  Optimal feedback control and the neural basis of volitional motor control , 2004, Nature Reviews Neuroscience.

[47]  J. Pearl.  Causality: Models, Reasoning and Inference , 2000 .

[48]  Emanuel Todorov,et al.  Evidence for the Flexible Sensorimotor Strategies Predicted by Optimal Feedback Control , 2007, The Journal of Neuroscience.

[49]  C. Glymour.  Learning, prediction and causal Bayes nets , 2003, Trends in Cognitive Sciences.

[50]  Roger K. R. Thompson,et al.  Categorical perception and conceptual judgments by nonhuman primates: the paleological monkey and the analogical ape , 2000, Cogn. Sci..

[51]  Charles Kemp,et al.  The discovery of structural form , 2008, Proceedings of the National Academy of Sciences.

[52]  Emmanuel Guigon,et al.  Computational Motor Control : Redundancy and Invariance , 2007 .

[53]  Michael I. Jordan,et al.  Optimal feedback control as a theory of motor coordination , 2002, Nature Neuroscience.

[54]  Emilio Bizzi,et al.  Combinations of muscle synergies in the construction of a natural motor behavior , 2003, Nature Neuroscience.

[55]  Judea Pearl,et al.  Probabilistic reasoning in intelligent systems - networks of plausible inference , 1991, Morgan Kaufmann series in representation and reasoning.

[56]  Gerd Nürnberg,et al.  Learning to learn during visual discrimination in group housed dwarf goats (Capra hircus). , 2007, Journal of comparative psychology.

[57]  Paola Cesari,et al.  Body-goal Variability Mapping in an Aiming Task , 2006, Biological Cybernetics.

[58]  David M. Sobel,et al.  A theory of causal learning in children: causal maps and Bayes nets. , 2004, Psychological review.

[59]  R A Scheidt,et al.  Learning to move amid uncertainty. , 2001, Journal of neurophysiology.

[60]  Robert A Jacobs,et al.  Parameter learning but not structure learning: a Bayesian network model of constraints on early perceptual learning. , 2007, Journal of vision.

[61]  B F Sappington,et al.  Discrimination learning and concept formation in the Arabian horse. , 1994, Journal of animal science.

[62]  W. Ashby,et al.  Design for a brain; the origin of adaptive behavior , 2011 .

[63]  Zhanna Reznikova,et al.  Animal Intelligence: From Individual to Social Cognition , 2007 .

[64]  J D Delius,et al.  Symmetry: can pigeons conceptualize it? , 1978, Behavioral biology.

[65]  G. Lakoff,et al.  The Brain's concepts: the role of the Sensory-motor system in conceptual knowledge , 2005, Cognitive neuropsychology.

[66]  O. Bock,et al.  Acquisition of a sensorimotor skill in younger and older adults. , 2001, Acta physiologica et pharmacologica Bulgarica.

[67]  Michael I. Jordan,et al.  A Minimal Intervention Principle for Coordinated Movement , 2002, NIPS.

[68]  Joanne Lymn,et al.  Learning on the move. , 2010, Nursing standard (Royal College of Nursing (Great Britain) : 1987).

[69]  Thomas L. Griffiths,et al.  Structure Learning in Human Causal Induction , 2000, NIPS.

[70]  Dagmar Sternad,et al.  Motor learning: changes in the structure of variability in a redundant task. , 2009, Advances in experimental medicine and biology.

[71]  K. Kudo,et al.  Compensatory Coordination of Release Parameters in a Throwing Task , 2000, Journal of motor behavior.

[72]  R. Shillcock,et al.  Proceedings of the Twenty-Sixth Annual Conference of the Cognitive Science Society , 1998 .

[73]  O. Bock,et al.  Mechanisms for sensorimotor adaptation to rotated visual input , 2001, Experimental Brain Research.

[74]  J J Bloomberg,et al.  Variable practice with lenses improves visuo-motor plasticity. , 2001, Brain research. Cognitive brain research.

[75]  Joshua B. Tenenbaum,et al.  Inferring causal networks from observations and interventions , 2003, Cogn. Sci..

[76]  Emanuel Todorov,et al.  Structured variability of muscle activations supports the minimal intervention principle of motor control. , 2009, Journal of neurophysiology.

[77]  Michael I. Jordan,et al.  An internal model for sensorimotor integration. , 1995, Science.

[78]  Daniel A. Braun,et al.  Learning Optimal Adaptation Strategies in Unpredictable Motor Tasks , 2009, The Journal of Neuroscience.

[79]  N. Mackintosh,et al.  Intradimensional and extradimensional shifts in spatial learning. , 2003, Journal of experimental psychology. Animal behavior processes.

[80]  Daniel A. Braun,et al.  Report Motor Task Variation Induces Structural Learning , 2009 .

[81]  E A Wasserman,et al.  Same-different conceptualization by baboons (Papio papio): the role of entropy. , 2001, Journal of comparative psychology.

[82]  J. Tenenbaum,et al.  Learning Domain Structures , 2004 .

[83]  Xavier Boyen,et al.  Discovering the Hidden Structure of Complex Dynamic Systems , 1999, UAI.

[84]  Allan M. Schrier,et al.  Learning how to learn: The significance and current status of learning set formation , 2006, Primates.

[85]  Daniel A. Braun,et al.  Motor Task Variation Induces Structural Learning , 2009, Current Biology.

[86]  Daniel A. Braun,et al.  Optimal Control Predicts Human Performance on Objects with Internal Degrees of Freedom , 2009, PLoS Comput. Biol..

[87]  S. Sloman,et al.  Time as a guide to cause. , 2006, Journal of experimental psychology. Learning, memory, and cognition.

[88]  W. T. Thach,et al.  Throwing accuracy in the vertical direction during prism adaptation: not simply timing of ball release. , 2001, Journal of neurophysiology.

[89]  B. Pasik-Duncan,et al.  Adaptive Control , 1996, IEEE Control Systems.

[90]  J. Tenenbaum,et al.  Generalization, similarity, and Bayesian inference. , 2001, The Behavioral and brain sciences.

[91]  J. Tenenbaum,et al.  Structured statistical models of inductive reasoning. , 2009, Psychological review.

[92]  Michael R. Waldmann,et al.  Seeing versus doing: two modes of accessing causal knowledge. , 2005, Journal of experimental psychology. Learning, memory, and cognition.

[93]  Rich Caruana,et al.  Inductive Transfer for Bayesian Network Structure Learning , 2007, ICML Unsupervised and Transfer Learning.

[94]  H. Harlow,et al.  The formation of learning sets. , 1949, Psychological review.

[95]  Mark J Wagner,et al.  Shared Internal Models for Feedforward and Feedback Control , 2008, The Journal of Neuroscience.

[96]  Vladimir M. Zatsiorsky,et al.  Do synergies decrease force variability? A study of single-finger and multi-finger force production , 2008, Experimental Brain Research.

[97]  Natalie M. Myres,et al.  Distinctive Paleo-Indian Migration Routes from Beringia Marked by Two Rare mtDNA Haplogroups , 2009, Current Biology.

[98]  Jacob J Bloomberg,et al.  Critical features of training that facilitate adaptive generalization of over ground locomotion. , 2009, Gait & posture.

[99]  N. Mackintosh,et al.  Contextual Conditional Discriminations , 1986 .

[100]  J. Shea,et al.  Contextual interference effects on the acquisition, retention, and transfer of a motor skill. , 1979 .

[101]  E A Wasserman,et al.  Entropy detection by pigeons: response to mixed visual displays after same-different discrimination training. , 1997, Journal of experimental psychology. Animal behavior processes.

[102]  Ann L. Brown,et al.  Preschool children can learn to transfer: Learning to learn and learning from example , 1988, Cognitive Psychology.

[103]  B. Bridgeman,et al.  Alternating prism exposure causes dual adaptation and generalization to a novel displacement , 1993, Perception & psychophysics.

[104]  D Bovet,et al.  Judgment of conceptual identity in monkeys , 2001, Psychonomic bulletin & review.

[105]  J. Vauclair,et al.  Picture recognition in animals and humans , 2000, Behavioural Brain Research.

[106]  J. Krakauer,et al.  Explaining savings for visuomotor adaptation: linear time-invariant state-space models are not sufficient. , 2008, Journal of neurophysiology.

[107]  Edwin V. Bonilla,et al.  Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, AISTATS 2007, San Juan, Puerto Rico, March 21-24, 2007 , 2007, International Conference on Artificial Intelligence and Statistics.

[108]  R. Herrnstein,et al.  Complex Visual Concept in the Pigeon , 1964, Science.

[109]  D. Rumbaugh,et al.  Reference: the linguistic essential. , 1980, Science.

[110]  Konrad Paul Kording,et al.  Bayesian integration in sensorimotor learning , 2004, Nature.

[111]  N. Mackintosh,et al.  Intradimensional and extradimensional shift learning by pigeons , 1969 .