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Publikationsliste Forschungsgruppe Braun

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2017

Beiträge zu Tagungsbänden (1):

Peng Z, Genewein T, Leibfried F und Braun DA (September-25-2017) An Information-Theoretic On-Line Update Principle for Perception-Action Coupling, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2017), -.

Vorträge (1):

Braun D (Februar-27-2017) Invited Lecture: Sensorimotor learning and decision-making in complex environments, Kolloquium "Berner Gespräche zur Sportwissenschaft", Bern, Switzerland.

2016

Artikel (2):

Genewein T und Braun DA (Juni-2016) Bio-inspired feedback-circuit implementation of discrete, free energy optimizing, winner-take-all computations Biological Cybernetics 110(2) 135–150.
Grau-Moya J, Ortega PA und Braun DA (April-2016) Decision-Making under Ambiguity Is Modulated by Visual Framing, but Not by Motor vs. Non-Motor Context. Experiments and an Information-Theoretic Ambiguity Model PLoS ONE 11(4) 1-21.

Beiträge zu Tagungsbänden (2):

Grau-Moya J, Leibfried F, Genewein T und Braun DA (September-2016) Planning with Information-Processing Constraints and Model Uncertainty in Markov Decision Processes In: Machine Learning and Knowledge Discovery in Databases, , European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML PKDD 2016), Springer, Cham, Switzerland, 475-491, Series: Lecture Notes in Computer Science ; 9852.
Leibfried F und Braun D (Juni-2016) Bounded Rational Decision-Making in Feedforward Neural Networks In: Uncertainty in Artificial Intelligence, , 32nd Conference on Uncertainty in Artificial Intelligence (UAI 2016), AUAI Press, Corvallis, OR, USA, 407-416.

Vorträge (4):

Braun D (Dezember-9-2016) Invited Lecture: Information-Theoretic Bounded Rationality for Learning and Decision-Making, NIPS 2016 Workshop on Imperfect Decision Makers: Admitting Real-World Rationality, Barcelona, Spain.
Braun D (Juni-2-2016) Invited Lecture: Information-processing principles for sensorimotor learning and decision-making, CogNovo, Plymouth, UK.
Genewein T (Mai-16-2016) Invited Lecture: Information-theoretic bounded rationality in perception-action systems, ICRA 2016 Workshop on Task-Driven Perceptual Representations: Sensing, Planning and Control under Resource Constraints, Stockholm, Sweden.
Genewein T (Februar-29-2016) Invited Lecture: Hierarchical decision-making in perception-action systems, Cognitive Systems and Machine Learning Group: Bosch Research, Renningen, Germany.

2015

Artikel (6):

Peng Z und Braun DA (Dezember-2015) Entropic Movement Complexity Reflects Subjective Creativity Rankings of Visualized Hand Motion Trajectories Frontiers in Psychology 6(1879) 1-13.
Ortega PA und Braun DA (Dezember-2015) What is epistemic value in free energy models of learning and acting? A bounded rationality perspective Cognitive Neuroscience 6(4) 215-216.
Genewein T, Leibfried F, Grau-Moya J und Braun DA (Oktober-2015) Bounded rationality, abstraction and hierarchical decision-making: an information-theoretic optimality principle Frontiers in Robotics and AI 2(27) 1-24.
Leibfried F, Grau-Moya J und Braun DA (August-2015) Signaling equilibria in sensorimotor interactions Cognition 141 73-86.
Genewein T, Hez E, Razzaghpanah Z und Braun DA (August-2015) Structure Learning in Bayesian Sensorimotor Integration PLoS Computational Biology 11(8) 1-27.
Leibfried F und Braun DA (Juli-2015) A Reward-Maximizing Spiking Neuron as a Bounded Rational Decision Maker Neural Computation 27(8) 1686-1720.

Beiträge zu Tagungsbänden (2):

Grau-Moya J und Braun DA (Dezember-11-2015) Adaptive information-theoretic bounded rational decision-making with parametric priors, NIPS 2015 Workshop on Bounded Optimality and Rational Metareasoning, 1-4.
Peng Z und Braun DA (August-2015) Developing neural networks with neurons competing for survival, 5th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (IEEE ICDL-EPIROB 2015), IEEE, Piscataway, NJ, USA, 152-153.

Poster (1):

Grau-Moya J, Krueger M und Braun DA (Januar-2015): Non-equilibrium behaviour of information-processing systems with computational constraints, Workshop on Recent Developments In Non-Equilibrium Physics "Luxembourg out of Equilibrium", Luxembourg, Luxembourg.

Vorträge (2):

Braun D (Oktober-2-2015) Invited Lecture: Model uncertainty in sensorimotor learning and decision-making, IROS 2015 2nd Workshop on The Role of Human Sensorimotor Control in Surgical Robotics, Hamburg, Germany 10.
Braun D (April-23-2015) Invited Lecture: Free energy and sensorimotor information processing, University of Zurich: Laboratory for Social and Neural Systems Research, Zürich, Switzerland.

2014

Artikel (5):

Narain D, Smeets JB, Mamassian P, Brenner E und van Beers RJ (September-2014) Structure learning and the Occam's razor principle: A new view of human function acquisition Frontiers in Computational Neuroscience 8(121) 1-13.
Braun DA und Ortega PA (August-2014) Information-Theoretic Bounded Rationality and ϵ-Optimality Entropy 16(8) 4662-4676.
Genewein T und Braun D (Mai-2014) Occam's Razor in sensorimotor learning Proceedings of the Royal Society of London B 281(1783) 1-7.
Peng Z, Genewein T und Braun DA (März-2014) Assessing randomness and complexity in human motion trajectories through analysis of symbolic sequences Frontiers in Human Neuroscience 8(168) 1-13.
Ortega PA und Braun DA (März-2014) Generalized Thompson sampling for sequential decision-making and causal inference Complex Adaptive Systems Modeling 2(2) 1-23.

Beiträge zu Tagungsbänden (2):

Peng Z und Braun DA (Oktober-2014) Curiosity-driven learning with Context Tree Weighting, 4th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (IEEE ICDL-EPIROB 2014), IEEE, Piscataway, NJ, USA, 366-367.
Ortega PA, Braun DA und Tishby N (Juni-2014) Monte Carlo methods for exact & efficient solution of the generalized optimality equations, IEEE International Conference on Robotics and Automation (ICRA 2014), IEEE, Piscataway, NJ, USA, 4322-4327.
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Poster (1):

Leibfried F, Grau-Moya J und Braun D (September-2014): Sensorimotor interactions as signaling games, 12th Biannual Conference of the German Cognitive Science Society (KogWis 2014), Tübingen, Germany, Cognitive Processing, 15(Supplement 1) S50-S51.

Vorträge (5):

Genewein T und Braun DA (Dezember-16-2014) Abstract Talk: An information-theoretic optimality principle for the formation of abstractions, Seventh International Workshop on Guided Self-Organization (GSO 2014), Freiburg, Germany.
Braun D (November-24-2014) Invited Lecture: Free Energy and sensorimotor information processing, Freie Universität Berlin: Center for Cognitive Neuroscience Seminar Series, Berlin, Germany.
Braun D (September-28-2014) Invited Lecture: Signaling games in sensorimotor interactions, 12th Biannual Conference of the German Cognitive Science Society (KogWis 2014), Tübingen, Germany, Cognitive Processing, 15(Supplement 1) S11.
Braun DA, Grau-Moya J und Ortega PA (September-12-2014) Abstract Talk: Ellsberg's paradox in sensorimotor learning, Theoretical and Empirical Research in Decision-Making (DMB 2014), Bristol, UK 84.
Braun D (Juni-2014) Abstract Talk: Sensorimotor learning and decision-making in complex environments, 4th Joint Spring School Multisensory Perception for Action, Wildbad Kreuth, Germany 7.

2013

Artikel (4):

Braun D (Oktober-2013) Structural learning Scholarpedia 8(10) 12312.
Grau-Moya J, Hez E, Pezzulo G und Braun DA (Oktober-2013) The effect of model uncertainty on cooperation in sensorimotor interactions Journal of the Royal Society Interface 10(87) 1-11.
Balduzzi D, Ortega PA und Besserve M (Mai-2013) Metabolic cost as an organizing principle for cooperative learning Advances in Complex Systems 16(02n03) 1-18.
Ortega PA und Braun DA (Mai-2013) Thermodynamics as a theory of decision-making with information-processing costs Proceedings of the Royal Society of London A 469(2153) 1-18.

Beiträge zu Tagungsbänden (3):

Genewein T und Braun DA (Dezember-2013) Abstraction in Decision-Makers with Limited Information Processing Capabilities, NIPS 2013 Workshop Planning with Information Constraints for Control, Reinforcement Learning, Computational Neuroscience, Robotics and Games, 1-9.
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Grau-Moya J und Braun DA (Dezember-2013) Bounded Rational Decision-Making in Changing Environments, NIPS 2013 Workshop Planning with Information Constraints for Control, Reinforcement Learning, Computational Neuroscience, Robotics and Games, 1-9.
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Ortega PA, Grau-Moya J, Genewein T, Balduzzi D und Braun DA (April-2013) A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function In: Advances in Neural Information Processing Systems 25, , Twenty-Sixth Annual Conference on Neural Information Processing Systems (NIPS 2012), Curran, Red Hook, NY, USA, 3014-3022.
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Poster (5):

Peng Z, Genewein T und Braun D (Oktober-2013): Towards assessing randomness and complexity in human motion trajectories, 14th Conference of Junior Neuroscientists of Tübingen (NeNa 2013): Do the Results, Justify the Methods, Schramberg, Germany.
Peng Z, Genewein T und Braun DA (September-2013): Assessing randomness in human motion trajectories, Bernstein Conference 2013, Tübingen, Germany.
Genewein T und Braun DA (September-2013): Occam's Razor in sensorimotor learning, Bernstein Conference 2013, Tübingen, Germany.
Leibfried F, Grau-Moya J und Braun DA (September-2013): Signaling in sensorimotor interactions, Bernstein Conference 2013, Tübingen, Germany.
Genewein T und Braun DA (Juni-28-2013): Bayesian Occam’s Razor for structure selection in human motor learning, RSS 2013 Workshop on Hierarchical and Structured Learning for Robotics, Berlin, Germany.
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Vorträge (3):

Braun D (Juni-24-2013) Invited Lecture: Model uncertainty and risk-sensitivity in sensorimotor learning and decision-making, Universität Tübingen: AG Neuronale Informationsverarbeitung, Tübingen, Germany.
Ortega P (Februar-8-2013) Invited Lecture: Adaptive Coding of Actions and Observations, GRASP Laboratory, University of Pennsylvania: Spring 2013 GRASP Seminar, Philadelphia, PA, USA.
Genewein T (Januar-17-2013) Invited Lecture: Bayesian model selection in sensorimotor tasks, University of Cambridge: Computational and Biological Learning Lab, Cambridge, UK.

2012

Artikel (2):

Genewein T und Braun DA (Oktober-2012) A sensorimotor paradigm for Bayesian model selection Frontiers in Human Neuroscience 6(291) 1-16.
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Last updated: Montag, 03.11.2014