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    IEEEICDL-EPIROB

    2013

    sponsored by:

    The Third Joint IEEE International

    Conference on Development and Learning

    and on Epigenetic Robotics

    Osaka City Central Public Hall,Osaka, JapanAugust 18-22, 2013

    Conference Booklet

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    Welcome Address 1

    Organization 2

    Sponsors 4

    Invited Speakers 5

    Program 9

    Venue 17

    Getting there 21

    Internet 22

    Author List 23

    Table of Contents

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    1

    Welcome Address

    Welcome to the third IEEE International Conference on Development and Learning and on

    Epigenetic Robotics in Osaka. The conference brings a diverse group of researchers across the

    globe spanning computational, developmental, and brain sciences. While some of us are

    concerned primarily with using computational simulations and embodied robotics as models ofdevelopment and learning processes in humans as part of a larger science of development that

    includes behavioral and neuroscientific studies of humans from infancy to adulthood, others

    emphasize the important role development may have in artificial agents regardless of how well

    such systems model anything that occurs in human beings. Such developmental processes may

    still be the best way to achieve intelligent, embodied agents, biological or not.

    ICDL-EpiRob is organized with a single presentation track, designed to encourage cross-

    disciplinary interaction and discussion. It features four keynote addresses from prominent

    experts, 41 full papers and 13 short papers of which 21 oral and 33 poster presentations were

    selected. In the spirit of the interdisciplinary nature of both ICDL and EpiRob, we ensured thateach paper was assigned to program committee members (meta-reviewers) and reviewers from

    both natural intelligence and computational intelligence backgrounds. The reviews were careful,

    extensive, and helpful to the authors, whatever the outcome of the review process. Final

    decisions were made by the Program Chairs, based on the reviews and suggestions of the meta-

    reviewers. Papers accepted for oral presentation were selected from a larger subset of the highest

    ranks papers after the review to ensure broad coverage of the diverse topics represented at this

    conference.

    In addition, for the organizing and review, ICDL-EpiRob relied on the effort of a large number of

    people. Publicity Co-Chairs Testuya Ogata and Gedeon Deak helped publicize the conference.Publication Co-Chairs Joschka Boedecker, Matthias Rolf and Lars Schillingmann assembled the

    Proceedings USB stick and worked with IEEE to publish and archive your excellent work. Hiroki

    Mori and Hisashi Ishihara worked hard on various local arrangements including creation and

    updates of the conference webpage. Bridge Co-Chairs Minoru Asada, Giulio Sandini, and Linda

    Smith facilitated communication across multiple disciplines and across the continents. We would

    also like to thank the many anonymous people who contributed to the success of this conference.

    Jun Tani, Program Chair,

    Giorgio Metta, Program Chair,

    Yukie Nagai, General Chair,Angelo Cangelosi, General Chair,

    Chen Yu, General Chair

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    Organization

    Organization committee

    General chairs:

    Bridge chairs:

    Program chairs:

    Publicity chairs:

    Publication chairs:

    Local and Finance chairs:

    Program Committee

    Christian Balkenius, Lund University

    TonyBelpaeme, University of Plymouth

    Alexandre Bernardino, Istituto Superior Tecnico, Lisbon

    Luc Berthouze, University of Sussex

    AnnaBorghi, University of Bologna

    Kerstin Dautenhahn, University of Hertfordshire

    Philippe Gaussier, University of Cergy Pontoise

    Frank Guerin, Aberdeen University Serena Ivaldi, ISIR - CNRS & University Pierre et Marie Curie

    Bruno Lara, Universidad Autonoma del Estado de Morelos

    Mark Lee, University of Aberystwyth

    Manuel Lopes, INRIA Bordeaux

    Giorgio Metta, Italian Institute of Technology

    Clayton Morrison, University of Arizona

    Yukie Nagai, Osaka University

    Lorenzo Natale, Italian Institute of Technology

    Stefano Nolfi, CNR

    Francesco Nori, Italian Institute of Technology Tim Oates, University of Maryland Baltimore County

    Pierre-Yves Oudeyer, INRIA Bordeaux Sud-Ouest

    Erhan Oztop, Ozyegin University

    Yukie Nagai, Osaka University

    Angelo Cangelosi, Plymouth University

    Chen Yu, Indiana University

    Minoru Asada, Osaka University

    Giulio Sandini, IIT

    Linda Smith, Indiana University

    Jun Tani, KAIST

    Giorgio Metta, IIT

    Tetsuya Ogata, Waseda University

    Gedeon Deak, UCSD

    Joschka Boedecker, University of Freiburg

    Matthias Rolf, Osaka University

    Lars Schillingmann, Osaka University

    Hiroki Mori, Osaka University

    Hisashi Ishihara, Osaka University

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    Katharina Rohlfing, Bielefeld University

    Erol Sahin, Middle East Technical University

    Albert A. Salah, Boazii University

    Brian Scassellati, Yale University

    Matthew Schlesinger, Southern Illinois University

    Jochen Triesch, FIAS

    Hanako Yoshida, University of Houston

    Zhengyou Zhang, Communication and Collaboration Systems Group, Microsoft Research

    List of Reviewers

    Adams, S.

    Alex, P.

    Altun, K.

    Andry, P.

    Balkenius, C.

    Baxter, P. Belpaeme, T.

    Berenson, D.

    Bernardino, A.

    Berthouze, L.

    Beuls, K.

    Borghi, A.

    Bryson, J.

    Burling, J.M.

    Caligiore, D.

    Cangelosi, A. Caruana, F.

    Cederborg, T.

    Celikkanat, H.

    Cheng, G.

    Ciliberto, C.

    Connolly, C.

    Crick, C.

    Da Rold, F.

    Dani, S.

    Dautenhahn, K. Dawson, C.R.

    de Greeff, J.

    Prete, A.

    Demiris, Y.

    Droniou, A.

    Duran, B.

    Fanello, S.

    Fasel, I.

    Feil-Seifer, D.

    Foerster, F. Gardiner, B.

    Gaspers, J.

    Gaussier, P.

    Gerbella, M.

    Gogate, L.

    Gordon, G.

    Gori, I.

    Grizou, J.

    Grosjean, M. Grupen, R.

    Guerin, F.

    Hart, S.

    Hart, J.

    Hermosillo, J.

    Hove, M.

    Howard, I.

    Ishihara, H.

    Ivaldi, S.

    Johansson, B. Kalkan, S.

    Kirtay, M.

    Klein, M.

    Kober, J.

    Kose, H.

    Kkylmaz, A.

    Kuniyoshi, Y.

    Lara, B.

    Lee, M.

    Leyzberg, D. Lopes, M.

    Lopez-Juarez, I.

    Lyons, J.

    Madden, C.

    Mancas, M.

    Martius, G.

    Mathias, Q.

    Metta, G.

    Mori, H.

    Morlino, G. Morrison, C.

    Mostafaoui, G.

    Moulin-Frier, C.

    Movellan, J.

    Nagai, Y.

    Natale, L.

    Nguyen, M.

    Nolfi, S.

    Nori, F. Noris, B.

    O'Reagan, K.

    Oates, T.

    Ogata, T.

    Oudeyer, P-Y.

    Oztop, E.

    Pastra, K.

    Pauw, S.

    Pezzulo, G.

    Rea, F. Rebguns, A.

    Rohlfing, K.

    Rolf, M.

    Rossano, F.

    Rucinski, M.

    Saez, J.

    Sahin, E.

    Salah, A.A.

    Salvi, G.

    Sandini, G. Santucci, V.

    Saunders, J.

    Scassellati, B.

    Schilling, M.

    Schillingmann, L.

    Schlesinger, M.

    Schmill, M.

    Sen, S.

    Sigaud, O.

    Sirois, S. Solveig Lohan, K.

    Stoytchev, A.

    Stramandinoli, F.

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    Thill, S.

    Tikhanoff, V.

    Toussaint, M.

    Tran, A.X.

    Triesch, J.

    Ugur, E.

    Sponsors & Supporters

    Thanks to the following institutions and companies for their generous support of IEEE ICDL-

    EpiRob 2013 in Osaka:

    von Hofsten, C.

    Walters, M.L.

    Weng, J.

    Westermann, G.

    Wrede, B.

    Wright, J.B.

    Wykowska, A.

    Yoshida, H.

    Yu, C.

    Ycel, Z.

    Zamani, M.A.

    Zhang, Z.

    Our thanks also go to the following supporters of the conference:

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    Invited Speakers

    Anne Fernald, Stanford University, USA

    "Cultural variability in adult speech to children: How does it matter?"

    Abstract

    Research on the early development of cognitive and language capacities has focused almost

    exclusively on infants from middle-class families in affluent countries in the U.S., Europe, and

    Asia. As a consequence, broad conclusions about what infants know and how parents behave

    are typically based on small selective samples of the worlds children, ignoring millions of

    children in less affluent countries who fail to achieve their developmental potential. These

    studies also typically exclude children growing up in poverty within industrialized societies

    whose language growth is also compromised, in part because they experience less cognitive

    stimulation in the first years of life. In this presentation we focus on characteristics and

    consequences of child-directed-speech (CDS) in different cultures, also exploring variability in

    CDS related to differences in socio-economic status (SES) among families within the U.S. In our

    longitudinal research on the early development of efficiency in language understanding, we find

    robust relations between verbal processing speed in infancy and long-term language outcomes.

    However, we also find that significant disparities in vocabulary and language processing

    efficiency are already evident at 18 months between infants from higher- and lower-SES families,

    and by 24 months there is a 6- month gap between SES groups in processing skills critical to

    language development. What accounts for such striking differences among children in their early

    language growth? Observational studies have shown that the sheer amount and quality of

    caregivers verbal engagement with infants and toddlers are linked to later cognitive and non-

    cognitive outcomes and school success. We present new experimental research exploring the

    mechanisms that underlie these powerful effects of early experience on language learning, with

    the goal of examining their origins, consequences, and social policy implications. By examining

    variability in speech to children both between and within diverse cultural groups, we can gain

    deeper insight into the potentially powerful contributions of environmental support to the

    ontogeny of cognitive and language abilities.

    Short biography

    Anne Fernald, Ph.D. is the Josephine Knotts Knowles Professor of Human Biology at Stanford

    University. As director of the Language Learning Lab in the Department of Psychology, she

    conducts experimental studies of language processing by young children, as well as observational

    studies of parent-infant interaction. Fernald has developed high-resolution measures of the time

    course of infants understanding as they learn to interpret language from moment to moment. In

    longitudinal studies with English- and Spanish-learning children from advantaged and

    disadvantaged families, this research reveals the vital role of early language experience in

    strengthening speech processing efficiency, which in turn faciliates language learning. Fernald is

    also conducting research in West Africa, examining speech to children in relation to childrens

    language learning in rural villages in Senegal. A central goal of this research program is to help

    parents understand that they play a crucial role in providing their infant with early linguistic

    nutrition and language exercise.

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    Herbert Jaeger, Jacobs University Bremen, Germany

    "Shaping concepts in the dynamics of recurrent neural networks"

    Abstract

    Humans can process concepts. They can learn, store and retrieve discrete memory items, connect

    them by logical operations, classify sensor input in terms of categories, attach symbolic labels to

    represented items, and carry out so many more fascinating "high-level" information processingoperations. Humans do this with their brains, and these brains are dynamical systems of

    supreme complexity nonlinear, high-dimensional, stochastic, multiscale, adaptive all in one.

    Since decades this has fuelled a scientific quest to understand how neurodynamical systems can

    support conceptual information processing. This question has been approached from many

    angles, using a wealth of methods and levels of description and analysis. In my talk I will outline

    yet another approach to model how conceptual information processing can arise in the dynamics

    of recurrent neural networks. The core of this approach is to employ certain linear operators,

    called conceptors, which constrain the evolving dynamics of a recurrent neural network. These

    operators can be identified with "concepts" represented in the ongoing neural dynamics.

    Conceptors can be morphed and combined with Boolean operations. This endows recurrentneural networks with mechanisms to store and retrieve, generate, logically combine, morph,

    abstract and focus dynamical patterns. I will give an intuitive introduction to the formal theory of

    conceptor dynamics, and present a set of exemplary simulation studies.

    Short biography

    Herbert Jaeger studied mathematics and psychology at the University of Freiburg, and obtained

    his PhD in Computer Science at the University of Bielefeld. After a 5-year postdoctoral fellowship

    at the German National Research Center for Computer Science (Sankt Augustin, Germany) he

    headed the "Intelligent Dynamical Systems" group at the Fraunhofer Institute for Autonomous

    Intelligent Systems AIS (Sankt Augustin, Germany; now Fraunhofer IAIS). Since 2003 he is

    Associate Professor for Computational Science at Jacobs University Bremen. His research is

    concerned with the modelling of complex, nonlinear, stochastic systems with applications in

    machine learning, engineering, and robotics.

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    Yasuo Kuniyoshi, The University of Tokyo, Japan

    "Simulating Human Fetal Development"

    Abstract

    Development is a continuous bootstrap process of complex interaction between genes, body,

    nervous system and environment. Therefore investigating the global structure of the process

    from the beginning is crucial for understanding the fundamental principles of humandevelopment. With the advent of 4D ultrasound imaging and fetal MRI, a burst of data has

    been accumulating about human fetal development. Also, increasing number of reports suggest

    that perturbation of fetal development may be relevant to later developmental disorders.

    Besides, compared to infants/toddlers in extremely complex environment, fetuses may allow

    more principled way of modeling. We constructed a simulation model of a human fetus. It

    consists of a musculo- skeletal body, uterus, and basic nervous system. It exhibits spontaneous

    motor development and sensory-motor map organization comparable to human data. Also, by

    changing the model parameters, we can simulate abnormal development. In 2012, we started a

    project called Constructive Developmental Science, collaboration by roboticists, psychologists,

    medical scientists, and Tojisha, the researchers investigating own developmental disorders asinternal observers. The fetal development simulation serves as a platform for integrating the

    interdisciplinary data and experimenting on the effect of early genetic/environmental conditions

    on the courses of development. The project aims at revealing the fundamental principles of

    human development, in particular, how embodied sensory-motor processes relates to social

    cognition, and new understanding of how developmental disorders emerge.

    Short biography

    Yasuo Kuniyoshi is a Professor at the Department of Mechano-Informatics, School of

    Information Science and Technology, The University of Tokyo, Japan. He received B.E. in

    applied physics, and M.Eng. and Ph.D. in information technology from the University of Tokyo

    in 1985, 1988 and 1991, respectively. From 1991 to 2000, he was a Research Scientist and then a

    Senior Research Scientist of Intelligent Systems Division, Electrotechnical Laboratory, AIST,

    MITI, Japan. From 1996 to 1997 he was a Visiting Scholar at MIT AI Lab., being a member of

    ZOO hosted by Prof. Rodney A. Brooks. In 2001, he joined the University of Tokyo as an

    associate professor. Since 2005 he has been a Professor there. Since 2012 he has been serving as

    Director of Social ICT Research Center, School of Information Science and Technology, The

    University of Tokyo. Also since 2012, he has been jointly appointed as Director of RIKEN BSI-

    Toyota Collaboration Center (BTCC). His research interests include constructive developmental

    science, emergence and development of embodied cognition, and humanoid robotics. He is the

    author of over 500 technical publications, editorials and books. He received Outstanding Paper

    Award from International Joint Conference on Artificial Intelligence, Best Paper Awards from

    Robotics Society of Japan, Sato Memorial Award for Intelligent Robotics Research, Okawa

    Publication Prize, Gold Medal of Tokyo Techno Forum21, and other awards. He is a member of

    IEEE, Science Council of Japan (affiliate member), Robotics Society of Japan (Fellow), Japan

    Society for Artificial Intelligence, Japanese Society of Baby Science, and other societies.

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    Ichiro Tsuda, Research Institute for Electronic Science Hokkaido University,Sapporo, Hokkaido, Japan

    "Classes of Mathematical Modeling for Brain Dynamics"

    Abstract

    We report 10 classes of mathematical modeling from neurons to a society of brains. Various

    mathematical models at hierarchical levels of function from a single neuron to a society of brains,namely, a level of communication have been proposed so far in the field of cognitive

    neuroscience. However, no clear classification of such mathematical models has been made. To

    clarify the functional significance of the mathematical models at each level, we present typical

    models for each class. Although our present classification may not be sufficient, and the

    examples provided may be limited, as they do not cover all important contributions, the

    importance of mathematical modeling in complex brain dynamics and neural correlates of

    functions will be shown clearly. In particular, the following type of mathematical modeling is

    challenging, as it may elucidate the mechanism of functional differentiation in the mammalian

    cortex. From the viewpoint of systems development, it is important to investigate the manner in

    which components emerge in a network system consisting of interacting units. In this respect, wereport two mathematical models: one treats the emergence of neuron-like components from

    interacting maps, and the other addresses the emergence of hierarchical module-like

    components from interacting neuron-like units. In both models, maximum transmission of

    information was used as a variational principle. All mathematical models described in the

    present talk will probably be useful for future studies in the field of developmental robotics.

    Short biography

    Ichiro Tsuda holds the position of Professor in the Research Institute for Electronic Science

    (RIES) and is the director of Research Center for Integrative Mathematics of Hokkaido

    University, as well as an invited professor at Department of Mechanical Engineering of Osaka

    University. He is also a member of the Advisory Board of Complex Systems Institute at

    Kalamazoo College, USA. He was a visiting professor at the Japan Advanced Institute of Science

    and Technology (JAIST), and was the group leader of the Basic Design Group, National

    Bioholonics Project of Exploratory Research for Advanced Technology (ERATO), Research

    Development Corporation of Japan (currently named JST). He has published widely in the field

    of chaotic dynamical systems and brain sciences. His research interest is mathematical modeling

    of higher brain function, including memory dynamics, thoughts, and inference processes, and

    also numerical studies of chaotic dynamical systems. He constructed a one-dimensional map to

    explain chaos and bifurcation structure in the BZ reaction sufficiently and found noise-induced

    order in this model. He also constructed neural network models for dynamic associative memory

    and for episodic memory based on physiological data concerning class I neurons and different

    types of synapses. In the former, he found a new dynamical state, termed chaotic itinerancy (the

    recent contribution is available in [1]) and proposed its dynamical interpretation in terms of a

    Milnor attractor, and for the latter, he proposed a new coding scheme, termed Cantor coding, for

    episodic memory formation.

    [1] http://www.scholarpedia.org/article/Chaotic_itinerary

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    Program

    Sunday, August 18 2013 - Tutorials and Special Sessions

    9:00 Registration opens (Large meeting room)

    Large Meeting Room (B1F 84) Exhibition Room(B1F 63)

    9:30 - 10:50 Special Session 1:

    Constructive Developmental Science: Two

    Endeavors toward Understanding Human

    Development

    Yukie Nagai (Osaka University), Yasuo

    Kuniyoshi (University of Tokyo), Minoru Asada(Osaka University)

    9:30 - 10:50 Tutorial 1:

    Introduction to Computational brain-mind

    Juyang Weng (Michigan State

    University)

    10:50 Coffee break

    Large Meeting Room (B1F 84) Exhibition Room(B1F 63)

    11:10 - 12:30 Special Session 1:

    Constructive Developmental Science: TwoEndeavors toward Understanding Human

    Development

    Yukie Nagai (Osaka University), Yasuo

    Kuniyoshi (University of Tokyo), Minoru Asada

    (Osaka University)

    11:10 - 12:30 Tutorial 1:

    Introduction to Computational brain-mind

    Juyang Weng (Michigan State

    University)

    12:30 - 13:50 Lunch (not provided)

    Large Meeting Room (B1F 84) Exhibition Room(B1F 63)

    13:50 - 15:50 Special Session 2:

    Training in Robotics for Development of

    Cognition (RobotDoC)

    Anna-Lisa Vollmer, Marek Rucinski (Plymouth

    University), Cristiano Alessandro (Zurich

    University), Nicholas Wilkinson (IIT), NicolasNavarro-Guerrero (Hamburg University),

    Andrea Handl (Uppsala University)

    13:50 - 15:50 Special Session 3:

    Constructing empathy: An Interdisciplinary

    Investigation

    Luisa Damiano (University of Bergamo), Paul

    Dumouchel (Ritsumeikan University), Hagen

    Lehmann (University of Hertfordshire)

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    Monday, August 19 2013

    9:00 Registration (Special room, 3F)

    9:30 Opening

    9:50 - 10:50 Keynote 1:Herbert Jaeger

    10:50 Coffee break

    11:10 Attentional Constraints and Statistics in Toddlers' Word Learning

    Sumarga Suanda (Indiana University), Seth Foster (Indiana University), Linda Smith

    (Indiana University), Chen Yu (Indiana University)

    11:30 Understanding Embodied Visual Attention in Child-Parent Interaction

    Sven Bambach (Indiana University), David Crandall (Indiana University), Chen Yu

    (Indiana University)

    11:50 Do beliefs about a robot's capabilities influence alignment to its actions?

    Anna-Lisa Vollmer (Plymouth University), Britta Wrede (Bielefeld University),Katharina Rohlfing (Bielefeld University), Angelo Cangelosi (Plymouth University)

    12:10 Robot Learning Simultaneously a Task and How to Interpret Human Instructions

    Jonathan Grizou (INRIA), Manuel Lopes (INRIA Bordeaux), Pierre-Yves Oudeyer

    (INRIA Bordeaux Sud-Ouest)

    12:30 - 13:50 Lunch (not provided)

    13:50 Salience-based reinforcement of a spiking neural network leads to increased

    syllable productionAnne Warlaumont (University of California, Merc)

    Large Meeting Room (B1F 84) Exhibition Room(B1F 63)

    16:10 - 18:10 Tutorial 2:

    Language Acquisition and the Influence of

    Action Learning

    Katrin Solveig Lohan (IIT), Katharina Rohlfing

    (Bielefeld University), Angelo Cangelosi

    (Plymouth University), Lars Schillingmann

    (Osaka University), Giorgio Metta (IIT)

    16:10 - 18:10 Tutorial 3:

    Action-Perception Cycles: Neuro-Dynamic

    Modeling and Robotics Experiments

    Jun Tani (KAIST)

    15:50 Coffee break

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    Tuesday, August 20 2013

    14:10 Learning Versatile Sensorimotor Coordination with Goal Babbling and Neural

    Associative Dynamics

    Felix Rene Reinhart (CoR-Lab, Bielefeld University), Matthias Rolf (CoR-Lab, Bielefeld

    University)

    14:30 Goal Babbling with Unknown Ranges: A Direction-Sampling Approach

    Matthias Rolf (CoR-Lab, Bielefeld University)

    14:50 Developing Learnability the Case for Reduced Dimensionality

    Naveen Kuppuswamy (A.I Lab, University of Zrich), Christopher Harris (Plymouth

    University)

    15:10 Coffee break

    15:30 Do humans need learning to read humanoid lifting actions?

    Alessandra Sciutti (IIT), Laura Patan (Italian Institute of Technology), Francesco Nori

    (Italian Institute of Technology), Giulio Sandini (IIT)

    15:50 Exploration strategies in developmental robotics: a unified probabilistic framework

    Clment Moulin-Frier (INRIA), Pierre-Yves Oudeyer (INRIA Bordeaux Sud-Ouest)

    16:10 Learning Stable Pushing Locations

    Tucker Hermans (Georgia Institute of Technolog), Fuxin Li (Georgia Institute of

    Technology), James Rehg (Georgia Institute of Technology), Aaron Bobick (Georgia

    Institute of Technology)

    16:30 Coffee break

    16:50 - 18:20Poster session 1 (with spotlights)

    18:50 - 20:20 Banquet at the "Heian", 4th floor, ANA Crowne Plaza, Osaka

    9:00 Registration (Special room, 3F)

    9:30 -10:30 Keynote 2: Anne Fernald

    10:30 Coffee break

    10:50 Epigenetic adaptation through hormone modulation in autonomous robots

    John Lones (University of Hertfordshire), Lola Caamero (University of Hertfordshire)

    11:10 Impacts of environment, nervous system and movements of preterms on body map

    development: Fetus simulation with spiking neural network

    Yasunori Yamada (The Univ. of Tokyo), Keiko Fujii (The Univ. of Tokyo), Yasuo Kuniyoshi

    (The Univ. of Tokyo)

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    11:30 Structural bootstrapping at the sensorimotor level for the fast acquisition of action

    knowledge for cognitive robots

    Eren Aksoy (Goettingen University), Minija Tamosiunaite, Rok Vuga, Ales Ude,

    Christopher Geib, Mark Steedman, Florentin Woergoetter

    11:50 Coffee break

    12:10 Temporal Emphasis for Goal Extraction in Task Demonstration to a HumanoidRobot by Naive Users

    Konstantinos Theofilis (University of Hertfordshire), Katrin Solveig Lohan, Kerstin

    Dautenhahn (University of Hertfordshire), Britta Wrede (University of Bielefeld),

    Chrystopher Nehaniv (University of Hertfordshire)

    12:30 Estimating Dynamic Properties of Objects from Appearance

    Walter Talbott (UC San Diego), Tingfan Wu (UCSD), Javier Movellan (UCSD)

    12:50 -14:00 Lunch (not provided)

    14:00 - 15:00 Keynote 3:Yasuo Kuniyoshi

    15:00 Coffee break

    15:20 A generative probabilistic framework for learning spatial language

    Colin Dawson (University of Arizona), Jeremy Wright (University of Arizona), Antons

    Rebguns (University of Arizona), Marco Valenzuela Escrcega (University of Arizona),

    Daniel Fried (University of Arizona), Paul Cohen (University of Arizona)

    15:40 Co-learning nouns and adjectivesGuner Orhan, Sertac Olgunsoylu, Erol Sahin, Sinan Kalkan (METU)

    16:00 Grounded Lexicon Acquisition - Case Studies in Spatial Language

    Michael Spranger (Sony CSL Paris)

    16:20 Talk by Aldebaran

    16:40 Coffee break

    17:00 - 18:30Poster session 2 (with spotlights)

    Wednesday, August 21 2013

    9:00 Registration (Special room, 3F)

    9:30 - 10:30 Keynote 4: Ichiro Tsuda

    10:30 Coffee break

    10:50 Reinforcement Learning with State-Dependent Discount Factor

    Naoto Yoshida (NAIST), Eiji Uchibe (OIST), Kenji Doya (OIST)

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    Thursday, August 22 2013

    11:10 Transfer Learning for Direct Policy Search: a Reward Shaping Approach

    Stephane Doncieux (ISIR/UPMC-CNRS)

    11:30 - 12:00 Closing & award ceremony (Small Assembly Hall)

    13:00 - 17:00 AMDTC-ICDL GB meeting(Meeting Room No. 4, B1F 24)

    Poster Session 1 (Monday, August 19, 16:50 - 18:20)

    Lab-Tour at Osaka University

    The following labs will be included in the tour:

    1. Intelligent Robotics Laboratory, directed by Prof. Hiroshi Ishiguro

    2. Human Interface Laboratory, directed by Prof. Koh Hosoda

    3. Emergent Robotics Laboratory, directed by Prof. Minoru Asada.

    Please check the schedule on the conference webpage for detailed information about the tour.

    Full papers with spotlight presentation

    Mon-1 Learning to Reproduce Fluctuating Behavioral Sequences Using a Dynamic

    Neural Network Model with Time-Varying Variance Estimation Mechanism

    Shingo Murata (Waseda University), Jun Namikawa (RIKEN), Hiroaki Arie (Waseda

    University), Jun Tani (KAIST), Shigeki Sugano (Waseda University)

    Mon-2 An Enactive Approach to Autonomous Agent and Robot Learning

    Olivier Georgeon (Universit de Lyon), Christian Wolf (Universit de Lyon), Simon

    Gay (Universit de Lyon)

    Mon-3 Learning the rules of a game: neural conditioning in human-robot interaction

    with delayed rewards

    Andrea Soltoggio (Bielefeld University), Felix Rene Reinhart (CoR-Lab, Bielefeld

    University), Andre Lemme (Bielefeld University), Jochen Steil (Bielefeld University)

    Mon-4 Predictive coding and self-organization for unsupervised development ofobject recognition skills

    Alexander Gepperth (ENSTA ParisTech)

    Mon-5 Emergence of Flexible Prediction-Based Discrete Decision Making and

    Continuous Motion Generation through Actor-Q-Learning

    Katsunari Shibata (Oita University), Kenta Goto

    Mon-6 Learning to recognize objects through curiosity-driven manipulation

    Serena Ivaldi (ISIR - CNRS & University Pierre et Marie Curie), Alain Droniou

    (ISIR-UMR7222CNRS&UPMC),OlivierSigaud(ISIR-UMR7222CNRS&UPMC), Vincent Padois (ISIR - UMR 7222 CNRS & UPMC), David Filliat (ENSTA -

    ParisTech), Natalia Lyubova (ENSTA - ParisTech), Damien Gerardeaux,

    Pierre-Yves Oudeyer (INRIA Bordeaux Sud-Ouest), Mai Nguyen (INRIA)

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    Mon-7 Towards a robotic model of the mirror neuron system

    Kristna Rebrov (Comenius University SR), Matej Pech(Comenius University in

    Bratislava), Igor Farka(Comenius University in Bratislava)

    Mon-8 Autonomous learning of active multi-scale binocular vision

    Luca Lonini (FIAS - Goethe University), Yu Zhao (Hong Kong University of Science

    And Technology), Pramod Chandrashekhariah (FIAS - Goethe University), Bertram

    Shi (Hong Kong University of Science And Technology), Jochen Triesch (FIAS)

    Mon-9 Aquila 2.0 - Software Architecture for Cognitive Robotics

    Martin Peniak (Plymouth University), Anthony Morse (University of Plymouth),

    Angelo Cangelosi (Plymouth University)

    Mon-10 Building Specific Contexts for On-line Learning of Dynamical Tasks through

    Non-verbal Interaction

    Antoine De Rengerve (ETIS), Souheil Hanoune (ETIS), Pierre Andry (ETIS), Quoy

    Mathias (ETIS Lab), Philippe Gaussier (University of Cergy Pontoise)

    Abstracts and short papers

    Mon-11 Grounding Abstract Action Words through the Hierarchical Organization of

    Motor Primitives

    Francesca Stramandinoli (Plymouth University), Davide Marocco, Angelo

    Cangelosi (Plymouth University)

    Mon-12 The Significance of Social Input, Early Motion Experiences, and Attentional

    Selection

    Joseph Burling (University of Houston), Hanako Yoshida (University of Houston),Yukie Nagai (Osaka University)

    Mon-13 Intrinsically Motivated Reinforcement Learning in Socio-Economic Systems:

    the Dynamical Analysis

    Arkady Zgonnikov (University of Aizu), Ihor Lubashevsky (University of Aizu)

    Mon-14 Explaining Neonate Facial Imitation from the Sensory Alignment in the

    Superior Colliculus

    Alex Pitti (ETIS Lab, Univ. of Cergy), Yasuo Kuniyoshi (University of Tokyo), Quoy

    Mathias (ETIS Lab), Philippe Gaussier (University of Cergy Pontoise)

    Mon-15 Adaptive Reachability Assessment in the Humanoid Robot iCub

    Salomon Ramirez-Contla (Plymouth University), Davide Marocco

    Mon-16 Extracting image features in static images for depth estimation

    Masaki Ogino (Kansai University), Junji Suzuki (Osaka University), Minoru Asada

    (Osaka University)

    Mon-17 Continuous Adaptive Reinforcement Learning with the Evolution of Self

    Organizing Classifiers

    Danilo Vargas (Kyushu University), Hirotaka Takano, Junichi Murata

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    Poster Session 2 (Tuesday, August 20, 17:00 - 18:30)

    Full papers with spotlight presentation

    Tue-1 Action Understanding using an Adaptive Liquid State Machine based on

    Environmental Ambiguity

    Jimmy Baraglia, Yukie Nagai (Osaka University), Minoru Asada (Osaka University)

    Tue-2 Tactile stimuli from amniotic fluid guides the development of somatosensory

    cortex with hierarchical structure using human fetus simulation

    Ryosuke Sasaki (University of Tokyo), Yasunori Yamada (University of Tokyo),

    Yuki Tsukahara (University of Tokyo), Yasuo Kuniyoshi (University of Tokyo)

    Tue-3 Autonomous Reuse of Motor Exploration Trajectories

    Fabien Benureau (Inria), Pierre-Yves Oudeyer (INRIA Bordeaux Sud-Ouest)

    Tue-4 Touch and Emotion: Modeling of developmental differentiation of emotionlead by tactile dominance

    Takato Horii (Osaka University), Yukie Nagai (Osaka University), Minoru Asada

    (Osaka University)

    Tue-5 Improving Implicit Communication In Mixed Human-Robot Teams With Social

    Force Detection

    Bradley Hayes (Yale University), Brian Scassellati (Yale University)

    Tue-6 Learning Semantic Components from Subsymbolic Multimodal Perception

    Olivier Mangin (INRIA), Pierre-Yves Oudeyer (INRIA Bordeaux Sud-Ouest)

    Tue-7 A Robot to Study the Development of Artwork Appreciation Through Social

    Interactions.

    Ali Karaouzene (ETIS), Philippe Gaussier (University of Cergy Pontoise), Denis

    Vidal (IRD - URMIS - Paris Diderot)

    Tue-8 Intuitive Human Robot Interaction based on unintentional synchrony: a

    psycho-experimental study

    Syed-Khursheed Hasnain, Ghiles Mostafaoui (ETIS), Robin Salesse, Ludovic

    Marin, Philippe Gaussier (University of Cergy Pontoise)

    Tue-9 Autonomous Learning of Domain Models using Two-Dimensional Probability

    Distributions

    Witold Sowiski (University of Aberdeen), Frank Guerin (Aberdeen University)

    Tue-10 Frustration as a way toward autonomy and self-improvement in robotic

    navigation.

    Adrien Jauffret (ETIS Laboratory), Marwen Belkaid (ETIS), Nicolas Cuperlier

    (ETIS), Philippe Gaussier (University of Cergy Pontoise), Philippe Tarroux (LIMSI)

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    Abstracts and short papers

    Tue-11 Development of self-monitoring essential for vocal interactions in marmoset

    monkeys

    Daniel Takahashi (Princeton University), Darshana Narayanan (Princeton

    University), Asif Ghazanfar (Princeton University)

    Tue-12 Towards understanding the origin of infant directed speech: A vocal robotwith infant-like articulation

    Yuki Sasamoto (Osaka Univ.), Naoto Nishijima (Osaka University), Minoru Asada

    (Osaka University)

    Tue-13 Dynamic shift in isolating referents: From social to self-generated input

    Hanako Yoshida (University of Houston), Joseph Burling (University of Houston)

    Tue-14 Autonomous Learning Based on Depth Perception and Behavior Generation

    Sungmoon Jeong (JAIST, Kyungpook National University), Yunjung Park

    (Kyungpook National University), Minho Lee (Kyungpook National University)

    Tue-15 Learning Spatial Relations between Objects From 3D Scenes

    Severin Fichtl (Uni Aberdeen), Frank Guerin (Aberdeen University), Norbert

    Krueger (SDU), John Alexander (Uni of Aberdeen), Mustafa Wail (Southern

    Denmark University), Dirk Kraft (Southern Denmark University)

    Tue-16 Combining Synchrony and shape detection to sustain the robot focus of

    attention on a selected human partner

    Caroline Grand, Ghiles Mostafaoui (ETIS), Syed-Khursheed Hasnain, Philippe

    Gaussier (University of Cergy Pontoise)

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    Venue

    The conference will be held at Osaka City Central Public Hall, Osaka, Japan, which is well known

    as elegant Neo-Renaissance architecture with red brick wall and dome-shaped bronze roof built

    in 1918. The venue is located about one and a half hours from Kansai International Airport by

    train.

    Osaka City Central Public Hall

    Address: 1-1-27 Nakanoshima,Kita-ku,Osaka

    Phone: +81-6-6208-2002

    http://osaka-chuokokaido.jp/english/index.html

    Different views of the conference venue:

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    Getting there

    From JR Osaka station

    Take the Subway Midosuji Line from Umeda station to Yodoyabashi station and leave the station

    at exit #1 (Time: 2 min.; Cost: JPY200). Walk 5 min., see Walk Route.

    Or take a taxi (Time: approx. 10 min.; Cost: JPY800)

    From JR Shin-Osaka station

    Take the Subway Midosuiji Line to Yodoyanbashi station (Time: 9min.; Cost: JPY230)

    From Osaka (Itami) Airport

    Take the Osaka Monorail to Senri-chuo station, there change to the Midosuji Line (Total time: 44

    min.; Cost: JPY710)

    Or take the Airport Limousine Bus to the Hotel New Hankyu, which is close to the JR Osaka

    station (Time: 35min.; Cost: JPY620), see Timetable.

    From Kansai International Airport

    Take the Airport Limousine Bus to the Hotel New Hankyu, which is close to the JR Osaka station

    (Time: 60min.; Cost: JPY1500), see Timetable.

    Or take the JR Kansai Airport Rapid Service to JR Osaka station (Time: 70min.; Cost: JPY1160).

    Or you can change the train to the Subway Midosuji Line at Tennoji.

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    Internet

    Please ask the local conference staff for a ticket with information on how to access the internet at

    the conference venue.

    Food

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    Author List

    Aksoy, E. 12

    Alexander, J. 16

    Andry, P. 14

    Arie, H. 13

    Asada, M. 14, 15, 16

    Bambach, S. 10

    Baraglia, J. 15

    Belkaid, M. 15

    Benureau, F. 15

    Bobick, A. 11

    Burling, J. 14, 16

    Cangelosi, A. 10, 14

    Caamero, L. 11

    Chandrashekhariah, P. 14

    Cohen, P. 12

    Crandall, D. 10

    Cuperlier, N. 15

    Dautenhahn, K. 12

    Dawson, C. 12

    De Rengerve, A. 14

    Doncieux, S. 13

    Doya, K. 12

    Droniou, A. 13

    Escrcega, M. V. 12

    Farka, I. 14

    Fichtl, S. 16

    Filliat, D. 13

    Foster, S. 10

    Fried, D. 12

    Fujii, K. 11, 15

    Gaussier, P. 14, 15, 16

    Gay, S. 13

    Geib, C. 12

    Georgeon, O. 13

    Gepperth, A. 13

    Gerardeaux, D. 13

    Ghazanfar, A. 16

    Goto, K. 13

    Grand, C. 16

    Grizou, J. 10

    Guerin, F. 15, 16

    Hanoune, S. 14

    Harris, C. 11

    Hasnain, S.-K. 15, 16

    Hayes, B. 15

    Hermans, T. 11

    Horii, T. 15

    Ivaldi, S. 13

    Jauffret, A. 15

    Jeong, S. 16

    Kalkan, S. 12

    Karaouzene, A. 15

    Kraft, D. 16

    Krueger, N. 16

    Kuniyoshi, Y. 11, 14, 15

    Kuppuswamy, N. 11

    Lee, M. 16

    Lemme, A. 13

    Li, F. 11

    Lones, J. 11

    Lonini, L. 14

    Lopes, M. 10

    Lubashevsky, I. 14

    Lyubova, N. 13

    Mangin, O. 15

    Marin, L. 15

    Marocco, D. 14

    Mathias, Q. 14

    Morse, A. 14

    Mostafaoui, G. 15, 16

    Moulin-Frier, C. 11

    Movellan, J. 12

    Murata, J. 14

    Murata, S. 13

    Nagai, Y. 14, 15

    Namikawa, J. 13

    Narayanan, D. 16

    Nehaniv, C. 12

    Nguyen, M. 13

    Nishijima, N. 16

    Nori, F. 11

    Ogino, M. 14

    Olgunsoylu, S. 12

    Orhan, G. 12

    Oudeyer, P.-Y. 10, 11, 13, 15

    Padois, V. 13

    Park, Y. 16

    Patan, L. 11

    Pech, M. 14

    Peniak, M. 14

    Pitti, A. 14

    Ramirez-Contla, S. 14

    Rebguns, A. 12

    Rebrov, K. 14

    Rehg, J. 11

    Reinhart, F. R. 11, 13

    Rohlfing, K. 10

    Rolf, M. 11

    Sahin, E. 12

    Salesse, R. 15

    Sandini, G. 11

    Sasaki, R. 15

    Sasamoto, Y. 16

    Scassellati, B. 15

    Sciutti, A. 11

    Shi, B. 14

    Shibata, K. 13

    Sigaud, O. 13

    Smith, L. 10

    Soltoggio, A. 13

    Solveig Lohan, K. 12

    Spranger, M. 12

    Steedman, M. 12

    Steil, J. 13

    Stramandinoli, F. 14

    Suanda, S. 10

    Sugano, S. 13

    Suzuki, J. 14

    Sowiski, W. 15

    Takahashi, D. 16

    Takano, H. 14

    Talbott, W. 12

    Tamosiunaite, M. 12

    Tani, J. 13

    Tarroux, P. 15

    Theofilis, K. 12

    Triesch, J. 14

    Tsukahara, Y. 15

    Uchibe, E. 12

    Ude, A. 12

    Vargas, D. 14

    Vidal, D. 15

    Vollmer, A.-L. 10

    Vuga, R. 12

    Wail, M. 16

    Warlaumont, A. 10

    Woergoetter, F. 12

    Wolf, C. 13

    Wrede, B. 10, 12

    Wright, J. 12

    Wu, T. 12

    Yamada, Y. 11, 15

    Yoshida, H. 14, 16

    Yoshida, N. 12

    Yu, C. 10

    Zgonnikov, A. 14

    Zhao, Y. 14

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