Connectionists: Deep NeuroEvolution Workshop at LOD2019: Submit Your Paper by May 31 * Deep Neuroevolution: the new Deep Learning *

[Ludovico Montalcini]

Deep NeuroEvolution Workshop @ LOD 2019

5thInternational Conference on machine Learning, Optimization & Data
science LOD, September 10-13, Siena (Tuscany) Italy

https://lod2019.icas.xyz

lod at icas.xyz



Deep NeuroEvolution:  A Competitive Alternative for Training Deep Neural
Networks for Reinforcement Learning



The quest to evolve and optimize artificial neural networks through
evolutionary computation.

https://www.oreilly.com/ideas/neuroevolution-a-different-kind-of-deep-learning



In last two years, the use of deep neuroevolution has enabled researchers
to extend reinforcement learning techniques to solve increasingly complex
learning tasks. The emerging field of deep neuroevolution has led to
remarkable empirical results in rich and varied domains like strategy games
and robotics. This workshop will bring together researchers working at the
intersection of deep learning, evolutionary computation, optimization and
reinforcement learning, and it will help interested researchers outside of
the field gain a high-level view about the current state of the art and
potential directions for future contributions.



Submit your Deep Neuroevolution Paper by May 31

https://easychair.org/conferences/?conf=lod2019



Moreover, LOD 2019 is a great opportunity to present your work and
congregate with leaders and experts in the Deep Learning, Optimization and
Big Data. Feel free to check out our keynote speakers:



·              Michael Bronstein, Imperial College London, UK



·              Marco Gori, University of Siena, Italy



·              Arthur Gretton, UCL, UK



·              Arthur Guez Google DeepMind, Montreal, UK



·              Kaisa Miettinen, University of Jyväskylä, Finland



·              Jan Peters, Technische Universitaet Darmstadt



·              Mauricio Resende, Amazon, USA



·              Richard E. Turner, University of Cambridge, UK



Submit your Paper by May 31

https://easychair.org/conferences/?conf=lod2019



·      Late Breaking Papers

·      Poster Presentation

·      Talk

·      Deep Neuroevolution Workshop



LOD 2019 will focus on advances in science, technology and applications in
the fields of Machine Learning, Data Science and Optimization.



Sessions



·              LOD 2019 Big-Data Challenge:  Our sponsor, Neodata Lab, will
offer a prize of €2000 to the applicant who develops the most accurate
algorithm to process an “approximate SQL-like query answering system” on a
real dataset.

·              Multi-Task Learning

·              Reinforcement Learning

·              Deep Learning

·              Generative Adversarial Networks

·              Deep Neuroevolution

·              Networks with Memory

·              Learning from Less Data and Building Smaller Models

·              Simulation Environments to understand how AI Systems Learn

·              Chatbots and Conversational Agents

·              Data Science at Scale & Data in the Cloud

·              Urban Informatics & Data-Driven Modelling of Complex Systems

·              Data-centric Engineering

·              Data Security, Traceability of Information & GDPR

·              Economic Data Science



See you in Siena in September!


https://lod2019.icas.xyz

lod at icas.xyz
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