Publikationen von DA Braun

Ortega, P.; Braun, D.; Tishby, N.: Monte Carlo methods for exact efficient solution of the generalized optimality equations. In: IEEE International Conference on Robotics and Automation (ICRA 2014), S. 4322 - 4327. IEEE International Conference on Robotics and Automation (ICRA 2014), Hong Kong, China. IEEE, Piscataway, NJ, USA (2014)

Genewein, T.; Braun, D.: Abstraction in Decision-Makers with Limited Information Processing Capabilities. In: NIPS 2013 Workshop Planning with Information Constraints for Control, Reinforcement Learning, Computational Neuroscience, Robotics and Games, S. 1 - 9. NIPS 2013 Workshop Planning with Information Constraints for Control, Reinforcement Learning, Computational Neuroscience, Robotics and Games, Lake Tahoe, NV, USA. (2013)

Grau-Moya, J.; Braun, D.: Bounded Rational Decision-Making in Changing Environments. In: NIPS 2013 Workshop Planning with Information Constraints for Control, Reinforcement Learning, Computational Neuroscience, Robotics and Games, S. 1 - 9. NIPS 2013 Workshop Planning with Information Constraints for Control, Reinforcement Learning, Computational Neuroscience, Robotics and Games, Lake Tahoe, NV, USA. (2013)

Ortega, P.; Grau-Moya, J.; Genewein, T.; Balduzzi, D.; Braun, D.: A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function. In: Advances in Neural Information Processing Systems 25, S. 3014 - 3022 (Hg. Bartlett, P.). Twenty-Sixth Annual Conference on Neural Information Processing Systems (NIPS 2012), Lake Tahoe, NV, USA, 03. Dezember 2012 - 06. Dezember 2012. Curran, Red Hook, NY, USA (2013)

Ortega, P.; Braun, D.: Adaptive Coding of Actions and Observations. In: NIPS Workshop on Information in Perception and Action 2012, S. 1 - 4. NIPS Workshop on Information in Perception and Action 2012, Lake Tahoe, NV, USA. (2012)

Ortega, P.; Braun, D.: Free Energy and the Generalized Optimality Equations for Sequential Decision Making. In: 10th European Workshop on Reinforcement Learning (EWRL 2012). 10th European Workshop on Reinforcement Learning (EWRL 2012), Edinburgh, Scotland. (2012)

Ortega, P.; Braun, D.: Reinforcement Learning and the Bayesian Control Rule. In: Artificial General Intelligence, S. 281 - 285 (Hg. Godsill, S.; Schmidhuber, J.; Thórisson, K.; Looks, M.). Fourth International Conference on Artificial General Intelligence (AGI 2011), Mountain View, CA, USA, 03. August 2011 - 06. August 2011. Springer, Berlin, Germany (2011)

Braun, D.; Ortega, P.; Theodorou, E.; Schaal, S.: Path integral control and bounded rationality. In: IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning (ADPRL 2011), S. 202 - 209. IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning (ADPRL 2011), Paris, France, 11. April 2011 - 15. April 2011. IEEE, Piscataway, NJ, USA (2011)

Braun, D.; Ortega, P.: A minimum relative entropy principle for adaptive control in linear quadratic regulators. In: 7th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2010), S. 103 - 108 (Hg. Filipe, J.; Andrade-Cetto, J.; Ferrier, J.-L.). 7th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2010), Funchal, Madeira, Portugal, 15. Juni 2010 - 18. Juni 2010. SciTePress (2010)

Ortega, P.; Braun, D.: A Bayesian rule for adaptive control based on causal interventions. In: Third Conference on Artificial General Intelligence (AGI 2010), S. 121 - 126 (Hg. Hutter, E.; Kitzelmann, M.). Third Conference on Artificial General Intelligence (AGI 2010), Lugano, Switzerland, 05. März 2010 - 08. März 2010. Atlantis Press, Amsterdam, Netherlands (2010)

Ortega, P.; Braun, D.: A conversion between utility and information. In: Third Conference on Artificial General Intelligence (AGI 2010), S. 115 - 120 (Hg. Hutter, E.; Kitzelmann, M.). Third Conference on Artificial General Intelligence (AGI 2010), Lugano, Switzerland, 05. März 2010 - 08. März 2010. Atlantis Press, Amsterdam, Netherlands (2010)

Genewein, T.; Braun, D. A.: An information-theoretic optimality principle for the formation of abstractions. In . Seventh International Workshop on Guided Self-Organization (GSO 2014), Freiburg, Germany. (2014)

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

Braun, D.: Information-Theoretic Bounded Rationality for Learning and Decision-Making. NIPS 2016 Workshop on Imperfect Decision Makers: Admitting Real-World Rationality, Barcelona, Spain (2016)

Braun, D.: Information-processing principles for sensorimotor learning and decision-making. CogNovo, Plymouth, UK (2016)

Braun, D.: Model uncertainty in sensorimotor learning and decision-making. IROS 2015 2nd Workshop on The Role of Human Sensorimotor Control in Surgical Robotics, Hamburg, Germany (2015)

Braun, D. A.: Free energy and sensorimotor information processing. University of Zurich: Laboratory for Social and Neural Systems Research, Zürich, Switzerland (2015)

Braun, D. A.: Free Energy and sensorimotor information processing. Freie Universität Berlin: Center for Cognitive Neuroscience Seminar Series, Berlin, Germany (2014)

Braun, D.: Signaling games in sensorimotor interactions. 12th Biannual Conference of the German Cognitive Science Society (KogWis 2014), Tübingen, Germany (2014)

Braun, D. A.; Grau-Moya, J.; Ortega, P. A.: Ellsberg's paradox in sensorimotor learning. Theoretical and Empirical Research in Decision-Making (DMB 2014), Bristol, UK (2014)