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Zeitschriftenartikel (10)

  1. 1.
    Zeitschriftenartikel
    Grau-Moya, J.; Ortega, P.; Braun, D.: 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), S. 1 - 21 (2016)
  2. 2.
    Zeitschriftenartikel
    Ortega, P.; Braun, D.: What is epistemic value in free energy models of learning and acting? A bounded rationality perspective. Cognitive Neuroscience 6 (4), S. 215 - 216 (2015)
  3. 3.
    Zeitschriftenartikel
    Braun, D.; Ortega, P.: Information-Theoretic Bounded Rationality and ε-Optimality. Entropy 16 (8), S. 4662 - 4676 (2014)
  4. 4.
    Zeitschriftenartikel
    Ortega, P.; Braun, D.: Generalized Thompson sampling for sequential decision-making and causal inference. Complex Adaptive Systems Modeling 2 (2), S. 1 - 23 (2014)
  5. 5.
    Zeitschriftenartikel
    Balduzzi, D.; Ortega, P.; Besserve, M.: Metabolic cost as an organizing principle for cooperative learning. Advances in Complex Systems 16 (02n03), 1350012, S. 1 - 18 (2013)
  6. 6.
    Zeitschriftenartikel
    Ortega, P. A.; Braun, D. A.: Thermodynamics as a theory of decision-making with information-processing costs. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences 469 (2153), 20120683, S. 1 - 18 (2013)
  7. 7.
    Zeitschriftenartikel
    Grau-Moya, J.; Ortega, P.; Braun, D.: Risk-Sensitivity in Bayesian Sensorimotor Integration. PLoS Computational Biology 8 (9), S. 1 - 7 (2012)
  8. 8.
    Zeitschriftenartikel
    Braun, D.; Ortega, P.; Wolpert, D.: Motor coordination: when two have to act as one. Experimental Brain Research 211 (3-4), S. 631 - 641 (2011)
  9. 9.
    Zeitschriftenartikel
    Ortega, P.; Braun, D.: A Minimum Relative Entropy Principle for Learning and Acting. Journal of Artificial Intelligence Research 38 (1), S. 475 - 511 (2010)
  10. 10.
    Zeitschriftenartikel
    Braun, D.; Ortega, P.; Wolpert, D.: Nash Equilibria in Multi-Agent Motor Interactions. PLoS Computational Biology 5 (8), S. 1 - 8 (2009)

Konferenzbeitrag (10)

  1. 11.
    Konferenzbeitrag
    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)
  2. 12.
    Konferenzbeitrag
    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 - 08. Dezember 2012. Curran, Red Hook, NY, USA (2013)
  3. 13.
    Konferenzbeitrag
    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)
  4. 14.
    Konferenzbeitrag
    Ortega, P.; Braun, D.: Free Energy and the Generalized Optimality Equations for Sequential Decision Making. In: 10th European Workshop on Reinforcement Learning (EWRL 2012), S. 1 - 10. 10th European Workshop on Reinforcement Learning (EWRL 2012), Edinburgh, Scotland. (2012)
  5. 15.
    Konferenzbeitrag
    Ortega, P.: Bayesian Causal Induction. In: NIPS 2011 Workshop on Philosophy and Machine Learning, S. 1 - 4. NIPS 2011 Workshop on Philosophy and Machine Learning, Sierra Nevada, Spain. (2011)
  6. 16.
    Konferenzbeitrag
    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)
  7. 17.
    Konferenzbeitrag
    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)
  8. 18.
    Konferenzbeitrag
    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)
  9. 19.
    Konferenzbeitrag
    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)
  10. 20.
    Konferenzbeitrag
    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)
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