Publications | University of Tübingen

2018

Learning Temporal Generative Neural Codes for Biological Motion Perception and Inference (member abstract)
Fabian Schrodt, Martin V. Butz
Proceedings of the 39th Annual Meet-ing of the Cognitive Science Society (London)
An Event-Schematic, Cooperative, Cognitive Architecture Plays Super Mario
Fabian Schrodt, Yves Röhm, Martin V. Butz
Proceedings of the EU Cognition Conference 2016 (Vienna)
Mario Becomes Cognitive
Fabian Schrodt, Jan Kneissler, Stephan Ehrenfeld, Martin V. Butz
TopiCS in Cognitive Science
Resarch Topic: GAME-XP: Game as Experimental Paradigm

Just Imagine! Learning to Emulate and Infer Actions with a Stochastic Generative Architecture
Fabian Schrodt, Martin V. Butz
Frontiers in Robotics and AI
Research Topic: Re-enacting Sensorimotor Experience for Cognition
Is it living? Insights from modeling event-oriented, self-motivated, acting, learning and conversing game agents (member abstract)
Martin V. Butz, Mihael Simonic, Marcel Binz, Jonas Einig, Stephan Ehrenfeld, Fabian Schrodt
Proceedings of the 38th Annual Meet-ing of the Cognitive Science Society (Philadelphia)
Mario Becomes Social!
Fabian Schrodt, Johannes Lohmann, Martin V. Butz
Video Proceedings of the 30th Conference of the Association for the Advancement of Artificial Intelligence (AAAI 2016)

Learning Conditional Mappings between Population-Coded Modalities
Fabian Schrodt, Martin V. Butz
Machine Learning Reports 03/2015 (NC² 2015)
Ensembles of Neural Oscillators
Danil Koryakin, Fabian Schrodt, Martin V. Butz
Machine Learning Reports 03/2015 (NC² 2015)
Embodied Learning of a Generative Neural Model for Biological Motion Perception and Inference
Fabian Schrodt, Georg Layher, Heiko Neumann, Martin V. Butz
Frontiers in Computational Neuroscience
Mario Lives! An Adaptive Learning AI Approach for Generating a Living and Conversing Mario Agent
Stephan Ehrenfeld, Fabian Schrodt, Martin V. Butz
Video Proceedings of the 29th Conference of the Association for the Advancement of Artificial Intelligence (AAAI 2015)

Adaptive Learning in a Compartmental Model of Visual Cortex - How Feedback enables Stable Category Learning and Refinement
Georg Layher, Fabian Schrodt, Martin V. Butz, Heiko Neumann
Frontiers in Psychology, Section Perception Science.
Modeling Perspective-Taking by Forecasting 3D Biological Motion Sequences
Fabian Schrodt, Martin V. Butz
Cognitive Processing, Proceedings of the 12th Biannual Conference of the German Cognitive Science Society
(KogWis 2014)
Modeling Perspective-Taking upon Observation of 3D Biological Motion
Fabian Schrodt, Georg Layher, Heiko Neumann, Martin V. Butz
Proceedings of the 4th International Conference on Development and Learning and on Epigenetic Robotics (IEEE ICDL-EpiRob 2014)
Modeling Perspective-Taking by Correlating Visual and Proprioceptive Dynamics
Fabian Schrodt, Georg Layher, Heiko Neumann, Martin V. Butz
Proceedings of the 36th Annual Conference of the Cognitive Science Society (CogSci 2014)

Fully Self-Supervised Learning of an Arm Model
Martin V. Butz, Armin Gufler, Konstantin Schmid, Fabian Schrodt
LWA 2013 Proceedings, Workshop on Knowledge Discovery, Data Mining and Machine Learning (KDML-2013)
Abstraktion und Parallelisierung von Simulationen
SimulationManager 1.0 (Code under GPL 3.0)
Fabian Schrodt
COBOSLAB Report Y2013N002
Recurrent Neural Networks with Parametric Biases
RNNPBlib1.1 (Code under GPL 3.0)
Fabian Schrodt
COBOSLAB Report Y2013N001