SeLIE’21 – The first International Workshop on

Self-Learning in Intelligent Environments
(SeLIE’21)

24 June 2021, Dubai, United Arab Emirates

Aims and Scope

Aims and scope

Self-learning systems are artificial agents able to acquire and renew knowledge over the time by themselves, without any hard coding. These are adaptive systems whose functions improve by a learning process based -typically- on the method of trial and error. A self-learning system interacts with its users or surrounding environment initially by attempts and observes the changes produced by its actions.
This workshop will focus on the design, implementation and exploitation of self-learning features either within an Intelligent Environment as a whole, or within some of its components. The workshop will represent an opportunity for both the academia and industry to debate the state-of-the-art, challenges and open issues.


Topics of interest

  • Self-Learning methods:
    • Reinforcement Learning and Inverse Reinforcement Learning
    • Imitation Learning
    • Learning-by-Demonstration
    • Constructivism approaches
  • Technical issues
    • Environment modeling
    • Partially observable environments
    • Reward engineering
    • Exploitation VS Exploration trade-off
    • Hyperparameters optimization
    • Multi-Agent Reinforcement Learning
    • Hierarchical Reinforcement Learning
  • Self-Learning application fields:
    • Automotive
    • Robotics
    • Healthcare
    • Finance
    • Gaming
    • Business management
    • Resource management
    • Internet of Things

Organization

General Chairs:


Antonio Coronato

CNR-ICAR (Italy)


Giovanna Di Marzo Serugendo

University of Geneva (Switzerland)

Programme Chairs:


Mohamed Bakhouya

International University of Rabat (Marocco)


Ayşegül Uçar

Firat University Elazig (Turkey)

Program Committee:


Vincenzo De Florio

Vrije Universiteit Brussel (Belgium)


Claudia Di Napoli

CNR-ICAR (Italy)


Marie-Pierre Gleizes

University Paul Sabatier (France)


Salima Hassas

University Claude Bernard (France)


Jose Luis Fernandez-Marquez

University of Geneva, (Switzerland)


Georgios Meditskos

CERTH, (Greece)


Muddasar Naeem

University La Parthenope (Italy)


Giovanni Paragliola

CNR-ICAR (Italy)

WWW & Social Media Chair:


Angelo Esposito

CNR-ICAR (Italy)


Important Dates

  • Submission Deadline: 1st March 2021
  • Notification to Authors: 5th April 2021
  • Camera Ready Deadline: 15 April 2021
  • Workshop dates: Jun 21 - Jun 24 2021


Submission

Authors wishing to participate in this event should format their papers according to the IOS Press style, with a length of at least 6 but no more than 10 pages. ​Latex and Word templates can be found in http://www.iospress.nl/service/authors/latex-and-word-tools-for-book-authors

Submission page:
https://easychair.org/conferences/?conf=selie21

All papers accepted in the Workshop's program will be published as a volume of the Ambient Intelligence and Smart Environments Series of IOS Press and electronically available through ACM Digital Library (pending approval). Both proceedings will be ISI indexed.



Best paper award

The best paper will be awarded a certificate and a prize of 250 Euros


Special Issue

An extended version of selected papers will be considered for publishing in a Journal Special Issue


Venue

The workshop will be co-located with the 17th International Conference on Intelligent Environments (IE2021) Middlesex University Dubai, Dubai, United Arab Emirates.


Organisers