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Daniel Alexander Braun
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Motor task variation induces structural learning
DA Braun, A Aertsen, DM Wolpert, C Mehring
Current Biology 19 (4), 352-357, 2009
2982009
Thermodynamics as a theory of decision-making with information-processing costs
PA Ortega, DA Braun
Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2013
2772013
Structure learning in action
DA Braun, C Mehring, DM Wolpert
Behavioural brain research 206 (2), 157-165, 2010
2502010
Optimal control predicts human performance on objects with internal degrees of freedom
AJ Nagengast, DA Braun, DM Wolpert
PLoS computational biology 5 (6), e1000419, 2009
1372009
Nash equilibria in multi-agent motor interactions
DA Braun, PA Ortega, DM Wolpert
PLoS Computational Biology 5 (8), e1000468, 2009
1322009
Learning optimal adaptation strategies in unpredictable motor tasks
DA Braun, A Aertsen, DM Wolpert, C Mehring
Journal of Neuroscience 29 (20), 6472-6478, 2009
1272009
Bounded rationality, abstraction and hierarchical decision-making: an information-theoretic optimality principle
T Genewein, F Leibfried, J Grau-Moya, F Leibfried, DA Braun
Frontiers in Robotics and AI 2, 27, 2015
1152015
Risk-sensitive optimal feedback control accounts for sensorimotor behavior under uncertainty
AJ Nagengast, DA Braun, DM Wolpert
PLoS computational biology 6 (7), e1000857, 2010
992010
Risk-sensitivity in sensorimotor control
DA Braun, AJ Nagengast, DM Wolpert
Frontiers in human neuroscience 5, 1, 2011
842011
Information, utility and bounded rationality
P Ortega, D Braun
Lecture Notes in Artificial Intelligence 6830, 269-274, 2011
802011
A minimum relative entropy principle for learning and acting
PA Ortega, DA Braun
Journal of Artificial Intelligence Research 38, 475-511, 2010
782010
Risk-sensitivity and the mean-variance trade-off: decision making in sensorimotor control
AJ Nagengast, DA Braun, DM Wolpert
Proceedings of the Royal Society B: Biological Sciences 278 (1716), 2325-2332, 2011
752011
Risk sensitivity in a motor task with speed-accuracy trade-off
AJ Nagengast, DA Braun, DM Wolpert
Journal of neurophysiology 105 (6), 2668-2674, 2011
672011
Facilitation of learning induced by both random and gradual visuomotor task variation
EJA Turnham, DA Braun, DM Wolpert
Journal of neurophysiology 107 (4), 1111-1122, 2012
662012
Path integral control and bounded rationality
DA Braun, PA Ortega, E Theodorou, S Schaal
2011 IEEE symposium on adaptive dynamic programming and reinforcement …, 2011
652011
Generalized Thompson Sampling for Sequential Decision-Making and Causal Inference
PA Ortega, DA Braun
Complex Adaptive Systems Modeling 2 (2), 1-23, 2014
482014
Signaling equilibria in sensorimotor interactions
F Leibfried, J Grau-Moya, DA Braun
Cognition 141, 73-86, 2015
462015
Structure learning in a sensorimotor association task
DA Braun, S Waldert, A Aertsen, DM Wolpert, C Mehring
PloS one 5 (1), e8973, 2010
432010
Information-theoretic bounded rationality
PA Ortega, DA Braun, J Dyer, KE Kim, N Tishby
arXiv preprint arXiv:1512.06789, 2015
392015
Planning with information-processing constraints and model uncertainty in Markov decision processes
J Grau-Moya, F Leibfried, T Genewein, DA Braun
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2016
362016
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