Publications of F Leibfried

Genewein, T.; Leibfried, F.; Grau-Moya, J.; Braun, D.: Bounded rationality, abstraction and hierarchical decision-making: an information-theoretic optimality principle. Frontiers in Robotics and AI 2, 27, pp. 1 - 24 (2015)

Leibfried, F.; Grau-Moya, J.; Braun, D.: Signaling equilibria in sensorimotor interactions. Cognition 141, pp. 73 - 86 (2015)

Leibfried, F.; Braun, D.: A Reward-Maximizing Spiking Neuron as a Bounded Rational Decision Maker. Neural Computation 27 (8), pp. 1686 - 1720 (2015)

Peng, Z.; Genewein, T.; Leibfried, F.; Braun, D.: An Information-Theoretic On-Line Update Principle for Perception-Action Coupling. In: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2017), pp. 789 - 796. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2017), Vancouver, BC, Canada. IEEE, Piscataway, NJ, USA (2017)

Leibfried, F.; Kushman, N.; Hofmann, K.: A Deep Learning Approach for Joint Video Frame and Reward Prediction in Atari Games. In: 5th International Conference on Learning Representations (ICLR 2017), pp. 1 - 17. 5th International Conference on Learning Representations (ICLR 2017), Toulon, France, April 24, 2017 - April 26, 2017. (2017)

Grau-Moya, J.; Leibfried, F.; Genewein, T.; Braun, D.: Planning with Information-Processing Constraints and Model Uncertainty in Markov Decision Processes. In: Machine Learning and Knowledge Discovery in Databases, pp. 475 - 491 (Eds. Frasconi, P.; Landwehr, N.; Manco, G.; Vreeken, J.). European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML PKDD 2016), Riva del Garda, Italy. Springer, Cham, Switzerland (2016)

Leibfried, F.; Braun, D.: Bounded Rational Decision-Making in Feedforward Neural Networks. In: Uncertainty in Artificial Intelligence, pp. 407 - 416 (Eds. Ihler , A.; Janzing, D.). 32nd Conference on Uncertainty in Artificial Intelligence (UAI 2016), New York, NY, USA. AUAI Press, Corvallis, OR, USA (2016)

Leibfried, F.; Grau-Moya, J.; Braun, D.: Sensorimotor interactions as signaling games. 12th Biannual Conference of the German Cognitive Science Society (KogWis 2014), Tübingen, Germany (2014)

Leibfried, F.; Grau-Moya, J.; Braun, D.: Signaling in sensorimotor interactions. Bernstein Conference 2013, Tübingen, Germany (2013)