Workshop on

Novel Substrates and Models for the Emergence of
Developmental, Learning and Cognitive Capabilities

9th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (IEEE ICDL-EPIROB 2019), Oslo, Norway

Conference dates: August 19-22, 2019 (the workshop is held during the first day of the conference)
Paper submission deadline: February 22, 2019


Stefano Nichele, Oslo Metropolitan University, Oslo, Norway

Jianhua Zhang, Oslo Metropolitan University, Oslo, Norway

Scope and call for papers

ICDL-EpiRob is a unique conference gathering researchers from the domains of computer science, robotics, psychology and developmental studies to share knowledge and new research results on how humans and animals develop sensing, perception, reasoning, and actions.

In order for sensing, reasoning, development and learning to take place in artificial systems/beings, computing substrates and models that support the emergence of such properties are required.

This workshop encompasses the understanding, analysis, modeling and development of novel substrates that show development and learning abilities, such as (but not limited to):

  • Cellular automata and random boolean networks,
  • Reservoir computing,
  • Novel nanoscale materials (e.g. carbon nanotubes),
  • Biological materials and systems (e.g. neuronal cultures),
  • Evolvable hardware and neuromorphic computing systems,
  • Novel neural models and models of biological neuron,
  • Evolution-in-materio systems,
  • Computational matter,
  • Slime mould computing,
  • Micro- and nano-scale electronic chemistry,
  • Substrates that exhibit self-reconfiguration, fault tolerance, self-repair, and adaptation capabilities,
  • Artificial generative and developmental systems,
  • Computational intelligence techniques for novel developmental and learning substrates
  • Learning through self-organization and emergence

Keynote presentations

  • Julian Francis Miller, Honorary Fellow, University of York

    Developmental Approaches to Artificial Neural Network Models

  • Keynote 2 - TBD

Workshop program

08:55 - 09:00 Welcome (Engineers's conference centre, Kronprinsensgate 17, 0251 Oslo)
09:00 - 09:30 Keynote 1: Julian Miller, Developmental Approaches to Artificial Neural Network Models
09:30 - 10:15 Session 1 - 3 x 15 min presentations
10:15 - 10:30 Coffee Break
10:30 - 11:00 Session 2 - 2 x 15 min presentations
11:00 - 11:30 Keynote 2
11:30 - 12:00 Session 3 - 2 x 15 min presentations (or poster session)

Submission Instructions

We welcome original contributions describing ongoing projects / completed work (6 pages paper) or preliminary results / novel ideas (1 page extended abstract). The instructions for authors and templates can be found at All contributions accepted to the workshop will be invited to submit extended version for a journal special issue (TBD). The papers/abstracts accepted to the workshop will be also published on the workshop webpage.

Submission page:, select -Submit a contribution to ICDL-EPIROB 2019-, then select -Workshop Paper, Submit-, then use the following workshop code: kqxb4

If you have any problems with the submission system, please contact

Important dates

Paper submission: 22 February 2019
Author notification: 1 May 2019
Final Submission: 1 June 2019


Please feel free to contact us:
Stefano Nichele:
Jianhua Zhang:

About the organizers

Stefano Nichele is an Associate Professor at the Department of Computer Science at the Oslo Metropolitan University, where he is the founder and deputy head of the Applied Artificial Intelligence (AI^2) research group. He has recently started the Living Technology Lab, where he uses an artificial life and complex systems approach to intelligence. In addition, he is member of the Autonomous Systems and Networks (ASN) research group. Nichele is the founder and interim chair of the IEEE Computational Intelligence Society Norway. His research interests include Artificial Life, Complex Systems, Biological and Artificial Neural Networks, Reservoir Computing, and Neuro-evolution. Nichele holds a PhD from the Norwegian University of Science and Technology, Trondheim, Norway.


Prof. Jianhua Zhang received his MSc degree in Control Theory and Engineering from the Beijing University of Technology, Beijing, China in 1996 and PhD degree in Electrical Engineering and Information Sciences from the Ruhr University Bochum, Bochum, Germany in 2005. Subsequently he was Postdoctoral Research Associate at Intelligent Systems Research Lab, The University of Sheffield, Sheffield, UK from 2005 to 2006. From 2007 to 2017 he was a Professor and Head of Intelligent Systems Group at School of Information Science and Engineering, East China University of Science and Technology (ECUST), Shanghai, China. In 2017 he joined VEKIA (Lille, France) as R&D Scientific Director and Head of Machine Learning Research Lab. Since Sep. 2018 he has been a Professor of AI at Applied AI Group, Department of Computer Science, Oslo Metropolitan University (OsloMet), Norway. He also held research positions of Guest Scientist at Technische Universitšt Dresden, Germany from 2002 to 2003, invited Adjunct Professor at Institute for Cognitive Neurodynamics of ECUST from 2009 to 2017, and Visiting Professor at Technische Universitšt Berlin and Max Planck Institute for Dynamics of Complex Technical Systems, Germany, between 2008 and 2015.


Program Committee
  • Johannes Jensen, NTNU
  • Anis Yazidi, Oslo Metropolitan University
  • Matthew Dale, University of York
  • Odd Rune LykkebÝ, NTNU
  • Gunnar Tufte, NTNU
  • Dragana Laketic, ARM
  • Julian Francis Miller, University of York