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ORCIDMartin V. Butz
Person information
- affiliation: Eberhard Karls University of Tübingen, Wilhelm Schickard Institute for Computer Science
- affiliation: University of Würzburg, Department of Cognitive Psychology
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2020 – today
- 2022
[j42]Katerina Tsarava
, Korbinian Moeller, Marcos Román-González, Jessika Golle, Luzia Leifheit, Martin V. Butz, Manuel Ninaus:
A cognitive definition of computational thinking in primary education. Comput. Educ. 179: 104425 (2022)- [j41]Danil Koryakin, Sebastian Otte, Martin V. Butz:
Inference of time series components by online co-evolution. Genet. Program. Evolvable Mach. 23(1): 7-35 (2022) - [c122]Matthias Karlbauer, Timothy Praditia, Sebastian Otte, Sergey Oladyshkin, Wolfgang Nowak, Martin V. Butz:
Composing Partial Differential Equations with Physics-Aware Neural Networks. ICML 2022: 10773-10801 - [i19]Fedor Scholz, Christian Gumbsch, Sebastian Otte, Martin V. Butz:
Inference of Affordances and Active Motor Control in Simulated Agents. CoRR abs/2202.11532 (2022) - [i18]Manuel Traub, Sebastian Otte, Tobias Menge, Matthias Karlbauer, Jannik Thümmel, Martin V. Butz:
Learning What and Where - Unsupervised Disentangling Location and Identity Tracking. CoRR abs/2205.13349 (2022) - [i17]Christian Gumbsch, Maurits Adam, Birgit Elsner, Georg Martius, Martin V. Butz:
Developing hierarchical anticipations via neural network-based event segmentation. CoRR abs/2206.02042 (2022) - [i16]Franziska Kaltenberger, Sebastian Otte, Martin V. Butz:
Binding Dancers Into Attractors. CoRR abs/2206.02558 (2022) - 2021
- [j40]Christian Gumbsch, Maurits Adam, Birgit Elsner, Martin V. Butz:
Emergent Goal-Anticipatory Gaze in Infants via Event-Predictive Learning and Inference. Cogn. Sci. 45(8) (2021) - [j39]Martin V. Butz:
Towards Strong AI. Künstliche Intell. 35(1): 91-101 (2021) - [j38]Christian Gumbsch, Martin V. Butz, Georg Martius:
Autonomous Identification and Goal-Directed Invocation of Event-Predictive Behavioral Primitives. IEEE Trans. Cogn. Dev. Syst. 13(2): 298-311 (2021) - [j37]Martin V. Butz, Asya Achimova, David K. Bilkey, Alistair Knott:
Event-Predictive Cognition: A Root for Conceptual Human Thought. Top. Cogn. Sci. 13(1): 10-24 (2021) - [c121]Mahdi Sadeghi, Fabian Schrodt, Sebastian Otte, Martin V. Butz:
Binding and Perspective Taking as Inference in a Generative Neural Network Model. ICANN (3) 2021: 3-14 - [c120]Melvin Ciurletti, Manuel Traub, Matthias Karlbauer, Martin V. Butz, Sebastian Otte:
Signal Denoising with Recurrent Spiking Neural Networks and Active Tuning. ICANN (5) 2021: 220-232 - [c119]Manuel Traub, Martin V. Butz, Robert Legenstein, Sebastian Otte:
Dynamic Action Inference with Recurrent Spiking Neural Networks. ICANN (5) 2021: 233-244 - [c118]Matthias Karlbauer, Tobias Menge, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz:
Latent State Inference in a Spatiotemporal Generative Model. ICANN (4) 2021: 384-395 - [c117]Sarah Fabi, Sebastian Otte, Martin V. Butz:
Fostering Compositionality in Latent, Generative Encodings to Solve the Omniglot Challenge. ICANN (2) 2021: 525-536 - [c116]Mahdi Sadeghi, Fabian Schrodt, Sebastian Otte, Martin V. Butz:
Gestalt Perception of Biological Motion: A Generative Artificial Neural Network Model. ICDL 2021: 1-7 - [c115]Christian Stegemann-Philipps, Martin V. Butz:
Learn It First: Grounding Language in Compositional Event-Predictive Encodings. ICDL 2021: 1-6 - [c114]Christian Gumbsch, Martin V. Butz, Georg Martius:
Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains. NeurIPS 2021: 17518-17531 - [i15]Timothy Praditia, Matthias Karlbauer, Sebastian Otte, Sergey Oladyshkin, Martin V. Butz, Wolfgang Nowak:
Finite Volume Neural Network: Modeling Subsurface Contaminant Transport. CoRR abs/2104.06010 (2021) - [i14]Dania Humaidan, Sebastian Otte, Christian Gumbsch, Charley Wu, Martin V. Butz:
Latent Event-Predictive Encodings through Counterfactual Regularization. CoRR abs/2105.05894 (2021) - [i13]Christian Gumbsch, Martin V. Butz, Georg Martius:
Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains. CoRR abs/2110.15949 (2021) - [i12]Matthias Karlbauer, Timothy Praditia, Sebastian Otte, Sergey Oladyshkin, Wolfgang Nowak, Martin V. Butz:
Composing Partial Differential Equations with Physics-Aware Neural Networks. CoRR abs/2111.11798 (2021) - 2020
- [c113]Asya Achimova, Ella I. Eisemann, Martin V. Butz:
Bayesian inference in dialogue. CogSci 2020 - [c112]Johannes Lohmann, Martin V. Butz:
Hands in Thought and Motion. CogSci 2020 - [c111]Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz:
A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction. ESANN 2020: 303-308 - [c110]Marius Hobbhahn, Martin V. Butz, Sarah Fabi, Sebastian Otte:
Sequence Classification using Ensembles of Recurrent Generative Expert Modules. ESANN 2020: 333-338 - [c109]Sarah Fabi, Sebastian Otte, Jonas Gregor Wiese, Martin V. Butz:
Investigating Efficient Learning and Compositionality in Generative LSTM Networks. ICANN (1) 2020: 143-154 - [c108]Dania Humaidan, Sebastian Otte, Martin V. Butz:
Fostering Event Compression Using Gated Surprise. ICANN (1) 2020: 155-167 - [c107]Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz:
Inferring, Predicting, and Denoising Causal Wave Dynamics. ICANN (1) 2020: 566-577 - [c106]Manuel Traub, Martin V. Butz, R. Harald Baayen, Sebastian Otte:
Learning Precise Spike Timings with Eligibility Traces. ICANN (2) 2020: 659-669 - [i11]Sarah Fabi, Sebastian Otte, Jonas Gregor Wiese, Martin V. Butz:
Investigating Efficient Learning and Compositionality in Generative LSTM Networks. CoRR abs/2004.07754 (2020) - [i10]Dania Humaidan, Sebastian Otte, Martin V. Butz:
Fostering Event Compression using Gated Surprise. CoRR abs/2005.05704 (2020) - [i9]Manuel Traub, Martin V. Butz, R. Harald Baayen, Sebastian Otte:
Learning Precise Spike Timings with Eligibility Traces. CoRR abs/2006.09988 (2020) - [i8]Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz:
Inferring, Predicting, and Denoising Causal Wave Dynamics. CoRR abs/2009.09187 (2020) - [i7]Matthias Karlbauer, Tobias Menge, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz:
Hidden Latent State Inference in a Spatio-Temporal Generative Model. CoRR abs/2009.09823 (2020) - [i6]Sebastian Otte, Matthias Karlbauer, Martin V. Butz:
Active Tuning. CoRR abs/2010.03958 (2020) - [i5]Mahdi Sadeghi, Fabian Schrodt, Sebastian Otte, Martin V. Butz:
Binding and Perspective Taking as Inference in a Generative Neural Network Model. CoRR abs/2012.05152 (2020) - [i4]Manfred Eppe, Christian Gumbsch, Matthias Kerzel, Phuong D. H. Nguyen, Martin V. Butz, Stefan Wermter:
Hierarchical principles of embodied reinforcement learning: A review. CoRR abs/2012.10147 (2020)
2010 – 2019
- 2019
- [j36]Martin V. Butz, David K. Bilkey, Dania Humaidan, Alistair Knott, Sebastian Otte:
Learning, planning, and control in a monolithic neural event inference architecture. Neural Networks 117: 135-144 (2019) - [c105]Johannes Lohmann, Martin V. Butz:
Unflinching Predictions: Anticipatory Crossmodal Interactions are Unaffected by the Current Hand Posture. CogSci 2019: 692-698 - [c104]Gregory Scontras, Asya Achimova, Christian Stegemann, Martin V. Butz:
On the purpose of ambiguous utterances. CogSci 2019: 3352 - [c103]Sebastian Otte, Patricia Rubisch, Martin V. Butz:
Gradient-Based Learning of Compositional Dynamics with Modular RNNs. ICANN (1) 2019: 484-496 - [c102]Sebastian Otte, Jakob Stoll, Martin V. Butz:
Incorporating Adaptive RNN-Based Action Inference and Sensory Perception. ICANN (4) 2019: 543-555 - [c101]Martin V. Butz, Tobias Menge, Dania Humaidan, Sebastian Otte:
Inferring Event-Predictive Goal-Directed Object Manipulations in REPRISE. ICANN (1) 2019: 639-653 - [c100]Katerina Tsarava, Luzia Leifheit, Manuel Ninaus, Marcos Román-González, Martin V. Butz, Jessika Golle, Ulrich Trautwein, Korbinian Moeller:
Cognitive Correlates of Computational Thinking: Evaluation of a Blended Unplugged/Plugged-In Course. WiPSCE 2019: 24:1-24:9 - [i3]Christian Gumbsch, Martin V. Butz, Georg Martius:
Autonomous Identification and Goal-Directed Invocation of Event-Predictive Behavioral Primitives. CoRR abs/1902.09948 (2019) - [i2]Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz:
A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction. CoRR abs/1912.11141 (2019) - 2018
- [c99]Jacques Kaiser, Svenja Melbaum, Juan Camilo Vasquez Tieck, Arne Roennau, Martin V. Butz, Rüdiger Dillmann:
Learning to Reproduce Visually Similar Movements by Minimizing Event-Based Prediction Error. BioRob 2018: 260-267 - [c98]Martin V. Butz, David K. Bilkey, Alistair Knott, Sebastian Otte:
REPRISE: A Retrospective and Prospective Inference Scheme. CogSci 2018 - [c97]Martin V. Butz, Alistair Knott:
Symposium on Event Predictive Cognition. CogSci 2018 - [c96]Johannes Lohmann, Anna Belardinelli, Martin V. Butz:
Are you Sure How to Move? Expected Uncertainty Modulates Anticipatory Crossmodal Interactions. CogSci 2018 - [c95]Sebastian Otte, Lea Hofmaier, Martin V. Butz:
Integrative Collision Avoidance Within RNN-Driven Many-Joint Robot Arms. ICANN (3) 2018: 748-758 - [c94]Peter Gerjets, Martin Lachmair, Martin V. Butz, Johannes Lohmann:
Knowledge Spaces in VR: Intuitive Interfacing with a Multiperspective Hypermedia Environment. VR 2018: 555-556 - [i1]Martin V. Butz, David K. Bilkey, Dania Humaidan, Alistair Knott, Sebastian Otte:
Learning, Planning, and Control in a Monolithic Neural Event Inference Architecture. CoRR abs/1809.07412 (2018) - 2017
- [j35]Johannes Lohmann, Martin V. Butz:
Lost in space: multisensory conflict yields adaptation in spatial representations across frames of reference. Cogn. Process. 18(3): 211-228 (2017) - [j34]Fabian Schrodt, Jan Kneissler, Stephan Ehrenfeld, Martin V. Butz:
Mario Becomes Cognitive. Top. Cogn. Sci. 9(2): 343-373 (2017) - [c93]Anna Belardinelli, Johannes Lohmann, Martin V. Butz:
Projecting space into the future: peripersonal space remaps in anticipation of an object manipulation. CogSci 2017 - [c92]Wayne D. Gray, Ray S. Perez, Martin V. Butz, Stuart Reeves, Matthew Sangster, Tom Stafford, Fernand Gobet:
Game-XP: Action Games as Cognitive Science Paradigms. CogSci 2017 - [c91]Christian Gumbsch, Sebastian Otte, Martin V. Butz:
A Computational Model for the Dynamical Learning of Event Taxonomies. CogSci 2017 - [c90]Thomas Hinterecker, Caroline Leroy, Maximilian E. Kirschhock, Mintao Zhao, Martin V. Butz, Heinrich H. Bülthoff, Tobias Meilinger:
Reference Systems in Spatial Memory for Vertical Locations. CogSci 2017 - [c89]Johannes Lohmann, Jakob Gütschow, Martin V. Butz:
Grasping Multisensory Integration: Proprioceptive Capture after Virtual Object Interactions. CogSci 2017 - [c88]Sebastian Otte, Theresa Schmitt, Martin V. Butz:
Anticipatory Active Inference from Learned Recurrent Neural Forward Models. CogSci 2017 - [c87]Fabian Schrodt, Martin V. Butz:
Learning Temporal Generative Neural Codes for Biological Motion Perception and Inference. CogSci 2017 - [c86]Sebastian Otte, Theresa Schmitt, Karl J. Friston, Martin V. Butz:
Inferring Adaptive Goal-Directed Behavior Within Recurrent Neural Networks. ICANN (1) 2017: 227-235 - [c85]Sebastian Otte, Adrian Zwiener, Martin V. Butz:
Inherently Constraint-Aware Control of Many-Joint Robot Arms with Inverse Recurrent Models. ICANN (1) 2017: 262-270 - 2016
- [j33]Christian Balkenius, Lola Cañamero, Philip Pärnamets, Birger Johansson, Martin V. Butz, Andreas Olsson:
Outline of a sensory-motor perspective on intrinsically moral agents. Adapt. Behav. 24(5): 306-319 (2016) - [j32]Philipp A. Schroeder, Johannes Lohmann, Martin V. Butz, Christian Plewnia:
Behavioral Bias for Food Reflected in Hand Movements: A Preliminary Study with Healthy Subjects. Cyberpsychology Behav. Soc. Netw. 19(2): 120-126 (2016) - [j31]Fabian Schrodt, Martin V. Butz:
Just Imagine! Learning to Emulate and Infer Actions with a Stochastic Generative Architecture. Frontiers Robotics AI 3: 5 (2016) - [j30]Sebastian Otte, Martin V. Butz, Danil Koryakin, Fabian Becker, Marcus Liwicki, Andreas Zell:
Optimizing recurrent reservoirs with neuro-evolution. Neurocomputing 192: 128-138 (2016) - [c84]Anna Belardinelli, Johannes Lohmann, Martin V. Butz:
Human-object interaction understanding without objects. CogSci 2016 - [c83]Martin V. Butz, Mihael Simonic, Marcel Binz, Jonas Einig, Stephan Ehrenfeld, Fabian Schrodt:
Is it Living? Insights from Modeling Event-Oriented, Self-Motivated, Acting, Learning and Conversing Game Agents. CogSci 2016 - [c82]Christian Gumbsch, Jan Kneissler, Martin V. Butz:
Learning Behavior-Grounded Event Segmentations. CogSci 2016 - [c81]Fabian Schrodt, Yves Röhm, Martin V. Butz:
An Event-Schematic, Cooperative, Cognitive Architecture Plays Super Mario. EUCognition 2016: 10-15 - [c80]Alina Kloss, Daniel Kappler, Hendrik P. A. Lensch, Martin V. Butz, Stefan Schaal, Jeannette Bohg:
Learning where to search using visual attention. IROS 2016: 5238-5245 - 2015
- [j29]Jan Kneissler, Jan Drugowitsch, Karl J. Friston, Martin V. Butz:
Simultaneous Learning and Filtering without Delusions: A Bayes-Optimal Derivation of Combining Predictive Inference and Adaptive Filtering. Frontiers Comput. Neurosci. 9: 47 (2015) - [j28]Fabian Schrodt, Georg Layher, Heiko Neumann, Martin V. Butz:
Embodied learning of a generative neural model for biological motion perception and inference. Frontiers Comput. Neurosci. 9: 79 (2015) - [c79]Anna Belardinelli, Martin V. Butz:
It's all in the eye: multiple orders of motor planning in gaze control. CogSci 2015 - [c78]Martin V. Butz, Robert Geirhos, Jan Kneissler:
An Automatized Heider-Simmel Story Generation Tool. CogSci 2015 - [c77]Sebastian Otte, Fabian Becker, Martin V. Butz, Marcus Liwicki, Andreas Zell:
Learning Recurrent Dynamics using Differential Evolution. ESANN 2015 - [p10]Martin V. Butz:
Learning Classifier Systems. Handbook of Computational Intelligence 2015: 961-981 - 2014
- [j27]Anna Belardinelli, Martin V. Butz:
Report on the Thirty-Fifth Annual Cognitive Science Conference. AI Mag. 35(2): 79-80 (2014) - [j26]Jan Kneissler, Patrick O. Stalph, Jan Drugowitsch, Martin V. Butz:
Filtering Sensory Information with XCSF: Improving Learning Robustness and Robot Arm Control Performance. Evol. Comput. 22(1): 139-158 (2014) - [c76]Anna Belardinelli, Johannes Kurz, Esther Kutter, Heiko Neumann, Hans-Otto Karnath, Martin V. Butz:
Modeling Simultanagnosia. CogSci 2014 - [c75]Fabian Schrodt, Georg Layher, Heiko Neumann, Martin V. Butz:
Modeling Perspective-Taking by Correlating Visual and Proprioceptive Dynamics. CogSci 2014 - [c74]Jan Kneissler, Martin V. Butz:
Learning Spatial Transformations Using Structured Gain-Field Networks. ICANN 2014: 683-690 - [c73]Fabian Schrodt, Georg Layher, Heiko Neumann, Martin V. Butz:
Modeling perspective-taking upon observation of 3D biological motion. ICDL-EPIROB 2014: 305-310 - 2013
- [j25]Stephan Ehrenfeld, Martin V. Butz:
The modular modality frame model: continuous body state estimation and plausibility-weighted information fusion. Biol. Cybern. 107(1): 61-82 (2013) - [j24]Johannes Lohmann, Oliver Herbort, Martin V. Butz:
Modeling the temporal dynamics of visual working memory. Cogn. Syst. Res. 24: 80-86 (2013) - [j23]Stephan Ehrenfeld, Oliver Herbort, Martin V. Butz:
Modular neuron-based body estimation: maintaining consistency over different limbs, modalities, and frames of reference. Frontiers Comput. Neurosci. 7: 148 (2013) - [c72]Anna Belardinelli, Martin V. Butz:
Gaze strategies in object identification and manipulation. CogSci 2013 - [c71]Johannes Lohmann, Martin V. Butz:
Modeling Continuous Representations in Visual Working Memory. CogSci 2013 - [c70]Andreas Alin, Jannik Fritsch, Martin V. Butz:
Improved tracking and behavior anticipation by combining street map information with Bayesian-filtering. ITSC 2013: 2235-2242 - [c69]Martin V. Butz, Armin Gufler, Konstantin Schmid, Fabian Schrodt:
Fully Self-Supervised Learning of an Arm Model. LWA 2013: 173-179 - [p9]Stephan Ehrenfeld, Oliver Herbort, Martin V. Butz:
Modular, Multimodal Arm Control Models. Computational and Robotic Models of the Hierarchical Organization of Behavior 2013: 129-154 - [p8]Peter I. Cowling, Michael Buro, Michal Bída, Adi Botea, Bruno Bouzy, Martin V. Butz, Philip Hingston, Hector Muñoz-Avila, Dana S. Nau, Moshe Sipper:
Search in Real-Time Video Games. Artificial and Computational Intelligence in Games 2013: 1-19 - 2012
- [j22]Martin V. Butz, Anna Belardinelli, Stephan Ehrenfeld:
Modeling body state-dependent multisensory integration. Cogn. Process. 13(Supplement-1): 113-116 (2012) - [j21]Patrick O. Stalph, Jérémie Rubinsztajn, Olivier Sigaud, Martin V. Butz:
Function approximation with LWPR and XCSF: a comparative study. Evol. Intell. 5(2): 103-116 (2012) - [j20]Martin V. Butz, Olivier Sigaud:
XCSF with local deletion: preventing detrimental forgetting. Evol. Intell. 5(2): 117-127 (2012) - [j19]Patrick O. Stalph, Martin V. Butz:
Learning local linear Jacobians for flexible and adaptive robot arm control. Genet. Program. Evolvable Mach. 13(2): 137-157 (2012) - [j18]Danil Koryakin, Johannes Lohmann, Martin V. Butz:
Balanced echo state networks. Neural Networks 36: 35-45 (2012) - [j17]Patrick O. Stalph, Xavier Llorà, David E. Goldberg, Martin V. Butz:
Resource management and scalability of the XCSF learning classifier system. Theor. Comput. Sci. 425: 126-141 (2012) - [c68]Jan Kneissler, Patrick O. Stalph, Jan Drugowitsch, Martin V. Butz:
Filtering sensory information with XCSF: improving learning robustness and control performance. GECCO 2012: 871-878 - [c67]Patrick O. Stalph, Martin V. Butz:
Guided evolution in XCSF. GECCO 2012: 911-918 - [c66]Danil Koryakin, Martin V. Butz:
Reservoir Sizes and Feedback Weights Interact Non-linearly in Echo State Networks. ICANN (1) 2012: 499-506 - [c65]Stephan Ehrenfeld, Martin V. Butz:
Autonomous failure detection and multimodal sensor fusion in a modular arm model. IROS 2012: 2186-2191 - [c64]Andreas Alin, Martin V. Butz, Jannik Fritsch:
Incorporating environmental knowledge into Bayesian filtering using attractor functions. Intelligent Vehicles Symposium 2012: 476-481 - 2011
- [j16]Yuuya Sugita, Jun Tani, Martin V. Butz:
Simultaneously emerging Braitenberg codes and compositionality. Adapt. Behav. 19(5): 295-316 (2011) - [j15]Martin V. Butz, Matthias J. Linhardt, Thies D. Lönneker:
Effective Racing on Partially Observable Tracks: Indirectly Coupling Anticipatory Egocentric Sensors With Motor Commands. IEEE Trans. Comput. Intell. AI Games 3(1): 31-42 (2011) - [c63]Martin V. Butz, Olivier Sigaud:
XCSF with local deletion: preventing detrimental forgetting. GECCO (Companion) 2011: 383-390 - [c62]Anke Endler, Martin V. Butz, Günter Daniel Rey:
Extracting adaptation strategies for e-learning programs with XCS. GECCO (Companion) 2011: 743-746 - [c61]Martin V. Butz:
Learning classifier systems. GECCO (Companion) 2011: 941-962 - [c60]Martin V. Butz, Patrick O. Stalph:
Modularization of xcsf for multiple output dimensions. GECCO 2011: 1243-1250 - [c59]Stephan Ehrenfeld, Martin V. Butz:
A modular, redundant, multi-frame of reference representation for kinematic chains. ICRA 2011: 141-147 - [c58]Andreas Alin, Martin V. Butz, Jannik Fritsch:
Tracking moving vehicles using an advanced grid-based Bayesian filter approach. Intelligent Vehicles Symposium 2011: 466-472 - 2010
- [j14]Martin V. Butz, Elshad Shirinov, Kevin L. Reif:
Self-Organizing Sensorimotor Maps Plus Internal Motivations Yield Animal-Like Behavior. Adapt. Behav. 18(3-4): 315-337 (2010) - [j13]Daniele Loiacono, Pier Luca Lanzi, Julian Togelius, Enrique Onieva, David A. Pelta, Martin V. Butz, Thies D. Lönneker, Luigi Cardamone, Diego Perez Liebana, Yago Sáez, Mike Preuss, Jan Quadflieg:
The 2009 Simulated Car Racing Championship. IEEE Trans. Comput. Intell. AI Games 2(2): 131-147 (2010) - [c57]Gerulf K. M. Pedersen, Martin V. Butz:
Evolving robust controller parameters using covariance matrix adaptation. GECCO 2010: 1251-1258 - [c56]Patrick O. Stalph, Jérémie Rubinsztajn, Olivier Sigaud, Martin V. Butz:
A comparative study: function approximation with LWPR and XCSF. GECCO (Companion) 2010: 1863-1870 - [c55]