[agents] [CFP] 3rd International Workshop on Self-Learning in Intelligent Environments (SeLIE23)

[Patrizia Ribino]

Apologize for any cross-posting

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CALL FOR PAPERS
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3rd International Workshop on Self-Learning in Intelligent Environments
(SeLIE’23)
Uniciti, Mauritius, 27 – 28 June 2023
(https:// Selie23.na.icar.cnr.it)

Part of the 19th International Conference on Intelligent Environments
(IE2023)
Uniciti, Mauritius, 27 – 30 June 2023
(https://ie2023.mdxmru.com/)

*Overview
Self-learning systems are artificial agents able to acquire and renew
knowledge over time without 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 initially interacts with its users
or surrounding environment by attempting and observing the changes produced
by its actions. This workshop will focus on the design, implementation, and
exploitation of self-learning features within an Intelligent Environment or
some of its components. The workshop will represent an opportunity for
academia and industry to debate the state-of-the-art challenges and open
issues.

*Topics
Areas of interest and application fields include, but are not limited to,
the following ones:

·      Reinforcement Learning and Inverse Reinforcement Learning
·      Imitation Learning
·      Learning-by-Demonstration
·      Safe Self-Learning
·      Multi-Agent Reinforcement Learning
·      Hierarchical Reinforcement Learning
·      Environment modeling
·      Partially observable environments
·      Reward engineering
·      Exploitation VS Exploration trade-off
·      Hyperparameters optimization
·      Applications and case studies

* Application fields:
·      Automotive
·      Robotics
·      Healthcare
·      Finance
·      Gaming
·      Business management
·      Resource management

* Important Dates:
         - Submission Deadline: 28th March 2023
         - Notification to Authors: 5 April 2023
         - Camera Ready Deadline: 15th April 2023
         - Workshop dates:  27 – 28 June 2023

* Paper Publication

Papers accepted in workshops will be published as a volume of the IOS Press
Ambient Intelligence and Smart Environments book Series of IOS Press as
well as electronically through ACM Digital Library. The proceedings will be
ISI indexed.

* General Chairs
Antonio Coronato, Università Giustino Fortunato – Benevento Italy
Patrizia Ribino, Institute for high-performance computing and networking
(ICAR-CNR)

*Program Chairs
Muddasar Naeem, Università Giustino Fortunato – Benevento Italy
Massimo Esposito, Institute for high-performance computing and networking
(ICAR-CNR)


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Patrizia Ribino, Ph.D
Consiglio Nazionale delle Ricerche
Istituto di Calcolo e Reti ad Alte Prestazioni
Sede di Palermo
Via Ugo La malfa N°153
90128 - PALERMO
Tel: +39 091 6809257
web: www.pa.icar.cnr.it/ribino
mail: patrizia.ribino at icar.cnr.it
         patrizia.ribino at cnr.it
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