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Full Publication List for Dr. Joschka Bödecker

2016

  • SS Kumar, J Wülfing, S Okujeni, J Boedecker, M Riedmiller, U Egert (2016) Autonomous Optimization of Targeted Stimulation of Neuronal Networks. PLoS Comput Biol 12 (8) pp. e1005054. web Bibtex

2015

  • Wendelin Böhmer, Jost Tobias Springenberg, Joschka Boedecker, Martin Riedmiller, Klaus Obermayer (2015) Autonomous Learning of State Representations for Control: An Emerging Field Aims to Autonomously Learn State Representations for Reinforcement Learning Agents from Their Real-World Sensor Observations. KI - Künstliche Intelligenz pp. 1-10. Springer Berlin Heidelberg. doi web Bibtex
  • Manuel Watter, Jost Springenberg, Joschka Boedecker, Martin Riedmiller (2015) Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images. In Advances in Neural Information Processing Systems 28. pp. 2728–2736. PDF Bibtex

2014

  • Oliver Obst, Joschka Boedecker (2014) Guided Self-Organization of Input-Driven Recurrent Neural Networks. In Guided Self-Organization: Inception. pp. 319-340. Springer Berlin Heidelberg. doi web Bibtex
  • Joschka Boedecker, Jost Tobias Springenberg, Jan Wülfing, Martin Riedmiller (2014) Approximate Real-Time Optimal Control Based on Sparse Gaussian Process Models. In Adaptive Dynamic Programming and Reinforcement Learning (ADPRL). PDF Bibtex

2013

  • Joschka Boedecker, Thomas Lampe, Martin Riedmiller (2013) Modeling effects of intrinsic and extrinsic rewards on the competition between striatal learning systems. Frontiers in Psychology 4 (739) doi web Bibtex
  • Oliver Obst, Joschka Boedecker, Benedikt Schmidt, Minoru Asada (2013) On active information storage in input-driven systems. arXiv.org. web Bibtex

2012

  • Oliver Obst, Joschka Boedecker, Benedikt Schmidt, Minoru Asada (September 2012) Computing local active information storage in input-driven systems. Bibtex
  • Christoph Hartmann AND Joschka Boedecker AND Oliver Obst AND Shuhei Ikemoto AND Minoru Asada (July 2012) Real-Time Inverse Dynamics Learning for Musculoskeletal Robots based on Echo State Gaussian Process Regression. In Proceedings of Robotics: Science and Systems. Sydney, Australia. Bibtex
  • Joschka Boedecker, Oliver Obst, Yuki Kashima, Minoru Asada (March 29-30 2012) Intrinsic computational capabilities of reservoir computing networks in different dynamics regimes and their relation to task performance. Lyon, France. Bibtex
  • Joschka Boedecker, Oliver Obst, Joseph T Lizier, N Michael Mayer, Minoru Asada (2012) Information processing in echo state networks at the edge of chaos.. Theory in Biosciences 131 (3) pp. 205–213. Springer Berlin / Heidelberg. doi web Bibtex

2011

  • Beata J. Grzyb, Joschka Boedecker, Minoru Asada, Angel P. del Pobil (September 2011) Elevated activation of dopaminergic brain areas facilitates behavioral state transition. In IROS 2011 Workshop on Cognitive Neuroscience Robotics. Bibtex
  • Joschka Boedecker, Minoru Asada (2011) Towards Self-organized Online Extraction of Invariances Using a Hierarchy of Multiple-timescale Reservoirs. Bibtex
  • Beata J. Grzyb, Joschka Boedecker, Minoru Asada, Angel P. del Pobil, Linda B. Smith (2011) Between Frustration and Elation: Sense of Control Regulates the Intrinsic Motivation for Motor Learning. Bibtex
  • Beata J. Grzyb, Joschka Boedecker, Minoru Asada, Angel P. del Pobil, Linda B. Smith (2011) Trying anyways: how ignoring the errors may help in learning new skills. In First Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics. Bibtex
  • Joschka Boedecker (2011) Echo State Network Reservoir Shaping and Information Dynamics at the Edge of Chaos. Osaka, Japan. Bibtex

2010

  • Oliver Obst, Joschka Boedecker, Minoru Asada (2010) Improving Recurrent Neural Network Performance Using Transfer Entropy. In Neural Information Processing Models and Applications. pp. 193–200. Springer. web Bibtex

2009

  • Joschka Boedecker, Oliver Obst, Norbert Michael Mayer, Minoru Asada (Oct 2009) Initialization and Self-Organized Optimization of Recurrent Neural Network Connectivity. HFSP Journal 3 (5) pp. 340–349. doi web Bibtex
  • Joschka Boedecker, Oliver Obst, Norbert Michael Mayer, Minoru Asada (apr 2009) Studies on Reservoir Initialization and Dynamics Shaping in Echo State Networks. In Proceedings of the 17th European Symposium On Artificial Neural Networks ({ESANN}'09). pp. 227–232. D-Side Publications. Evere, Belgium. web Bibtex
  • Norbert Michael Mayer, Joschka Boedecker, Minoru Asada (2009) Robot motion description and real-time management with the Harmonic Motion Description Protocol. Robotics and Autonomous Systems 57 (8) pp. 870-876. web Bibtex

2008

  • Rodrigo da Silva Guerra, Joschka Boedecker, Norbert Michael Mayer, Shinzo Yanagimachi, Yasuji Hirosawa, Kazuhiko Yoshikawa, Masaaki Namekawa, Minoru Asada (2008) Introducing Physical Visualization Sub-League. In RoboCup 2007: Robot Soccer World Cup XI. pp. 496–503. Springer. Bibtex
  • Norbert Michael Mayer, Joschka Boedecker, Kazuhiro Masui, Masaki Ogino, Minoru Asada (2008) HMDP: A new protocol for motion pattern generation towards behavior abstraction. In RoboCup 2007: Robot Soccer World Cup XI. pp. 184-195. Springer. web Bibtex
  • Joschka Boedecker, Minoru Asada (2008) SimSpark – Concepts and Application in the 3D Soccer Simulation League. In Workshop on The Universe of RoboCup Simulators at SIMPAR 2008. web Bibtex

2007

  • Norbert Michael Mayer, Joschka Boedecker, Rodrigo da Silva Guerra, Minoru Asada (2007) 3D2Real: Simulation League Finals in Real Robots. In RoboCup 2006: Robot Soccer World Cup X. pp. 25-34. web Bibtex
  • Rodrigo da Silva Guerra, Joschka Boedecker, Minoru Asada (2007) Physical Visualization Sub-League: A New Platform for Research and Edutainment. pp. 15–20. Bibtex
  • Rodrigo da Silva Guerra, Joschka Boedecker, Shinzo Yanagimachi, Minoru Asada (2007) Introducing a New Minirobotics Platform for Research and Edutainment. In Proceedings of the 4th International Symposium on Autonomous Minirobots for Research and Edutainment. Bibtex
  • Rodrigo da Silva Guerra, Joschka Boedecker, Norbert Michael Mayer, Shinzo Yanagimachi, Hiroshi Ishiguro, Minoru Asada (2007) A new minirobotics system for teaching and researching agent-based programming. In CATE '07: Proceedings of the 10th IASTED International Conference on Computers and Advanced Technology in Education. pp. 39–44. ACTA Press. Anaheim, CA, USA. Bibtex
  • Michael Mayer, Joschka Boedecker, Minoru Asada (2007) On Standardization in the RoboCup Soccer Humanoids Leagues. web Bibtex

2006

  • Minoru Asada, Norbert Michael Mayer, Joschka Boedecker, Masaki Ogino, Sawa Fuke (2006) The RoboCup Soccer Humanoid League: Overview and Outlook. web Bibtex
  • Oliver Obst, Joschka Boedecker (2006) Flexible Coordination of Multiagent Team Behavior using HTN Planning. In RoboCup 2005: Robot Soccer World Cup IX. pp. 521-528. Springer. web Bibtex
  • Joschka Boedecker, Norbert Michael Mayer, Masaki Ogino, Rodrigo da Silva Guerra, Masaki Kikuchi, Minoru Asada (2006) Getting closer: How Simulation and Humanoid League can benefit from each other. In Proceedings of the 3rd International Symposium on Autonomous Minirobots for Research and Edutainment (AMiRE 2005). pp. 93-98. Springer. web Bibtex

2005

  • Oliver Obst, Anita Maas, Joschka Boedecker (Jul 2005) HTN Planning for Flexible Coordination Of Multiagent Team Behavior. pp. 87–94. Edinburgh, Scotland. Bibtex
  • Joschka Boedecker, Norbert Michael Mayer, Masaki Ogino, Rodrigo da Silva Guerra, Masaaki Kikuchi, Minoru Asada (2005) Getting closer: How Simulation and Humanoid League can benefit from each other. Universität Koblenz-Landau. Universität Koblenz-Landau, Institut für Informatik, Universitätsstr. 1, D-56070 Koblenz. web Bibtex
  • Oliver Obst, Anita Maas, Joschka Boedecker (2005) HTN Planning for Flexible Coordination Of Multiagent Team Behavior. Universität Koblenz-Landau. Universität Koblenz-Landau, Institut für Informatik, Universitätsstr. 1, D-56070 Koblenz. web Bibtex