Agent and multi-agent systems

In broad sense, an agent is an intelligent, autonomous entity that perceives its environment through sensors and acts upon that environment through actuators. We work on a wide range of topics, for example:

  • Learning agents, including computational architectures for learning agents, evolution, adaptation, and multi-agent learning
  • Agent-based simulation, including emergent behavior, participatory simulation, and simulation techniques, tools and environments
  • Agent decision-making architectures and their evaluation, including reasoning (single and multi-agent), knowledge representation, ontological reasoning, and planning
  • Agent-oriented software engineering, including agent development techniques, tools and environments, agent programming languages
  • Virtual agents, including agents in games and virtual environments, companion and conversational agents

Contact Matjaž Gams

CURRENT PROJECTS

WellBEEing

A. Gradišek The goal of the project is to assess the condition of bee colonies using a series of smart...

Stem Cell Therapy for Chronic Heart Failure

A. Gradišek The project deals with the stem cell therapy that can benefit patients suffering from chronic heart failure. The...

TSAAI

A. Gradišek We are developing the platform FUTUR-IA which will contain eight modules about various AI topics. The aim is...

Artificial intelligence and intelligent systems

Artificial intelligence and intelligent systems

V. Janko, M. Gams, B. Filipič, T. Šef, M. Luštrek, T. Tušar, A. Gradišek, E. Dovgan, M. Mlakar, J. Krivec,...

PAST PROJECTS

VALENCE Project

VALENCE Project

The department of intelligent systems (E9) continues to work closely with partners regarding the VALENCE (Advancing machine learning in vocational...

ROBKONCEL

ROBKONCEL

M. Gams, A. Marinko Short description, main aims and objectives of the project: Intelligent system for total quality control in...

INSIEME

INSIEME

M. Gams, E. Dovgan, P. Kocuvan ISE-EMH INSIEME: Electronic and Mobile Health Platform Short description, main aims and objectives of...

BATMAN

BATMAN

M. Gams, A. Gradišek, E. Dovgan, Z. Vuk BATMAN: Biomolecular Analyzes for Tailored Medicine in Acne iNversa Short description, main...

URBANITE

URBANITE

M. Gams, M. Smerkol URBANITE: Supporting the decision-making in urban transformation with the use of disruptive technologies Short description, main...

Adaptive Predictive Analytics and Decisioning Engine in Cloud

Adaptive Predictive Analytics and Decisioning Engine in Cloud

B. Kaluža Adaptive Predictive Analytics and Decisioning Engine in Cloud project Short description, main aims and objectives of the project:...

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PEOPLE

Prof. Matjaž Gams

Agent and Multi-Agent Systems Head

+386 1 477 3644

Dr. Anton Gradišek

Agent and Multi-Agent Systems

+386 1 477 3967

Primož Kocuvan, M.Sc.

Agent and Multi-Agent Systems

+386 1 477 3967

Žiga Kolar, B.Sc.

Agent and Multi-Agent Systems

+386 1 477 3865

Dr. Jana Krivec

Agent and Multi-Agent Systems

Maj Smerkol, B.Sc.

Agent and Multi-Agent Systems

+386 1 477 3031

David Susič, M.Sc.

Agent and Multi-Agent Systems

+386 1 477 3812

Dr. Tomaž Šef

Agent and Multi-Agent Systems

+386 1 477 3419

Miljana Shulajkovska, M.Sc.

Agent and Multi-Agent Systems

+386 1 477 3633

PUBLICATIONS

275 entries « 6 of 6 »

2017

Conference Papers

Matjaž Gams

Umetna inteligenca in izbrane demografske-ekonomske analize Inproceedings

In: Janez Malačič, Matjaž Gams (Ed.): Soočanje z demografskimi izzivi : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek F = Facing demographic challenges : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume F, pp. str. 33-37, Institut Jožef Stefan, Ljubljana, 2017.

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Matjaž Gams, Aleš Tavčar

Integracija v EMZ EkoSMART Inproceedings

In: Matjaž Gams, Aleš Tavčar (Ed.): Delavnica za elektronsko in mobilno zdravje ter pametna mesta : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek I = Workshop Electronic and mobile health and smart cities : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume I, pp. str. 7-9, Institut Jožef Stefan, Ljubljana, 2017.

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Aljoša Vodopija, Miha Mlakar, Mitja Luštrek

Predictive models to improve the wellbeing of heart-failure patients Inproceedings

In: Workshop on advanced predictive model in healthcare, pp. 10 str., s. l.], [S. l., 2017.

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Tomaž Čegovnik, Klemen Trontelj, Erik Dovgan, Jaka Sodnik

Ocenjevanje voznikovega vedenja in varnosti v prometu na simulatorju vožnje Inproceedings

In: Andrej Žemva, Andrej Trost (Ed.): Zbornik šestindvajsete mednarodne Elektrotehniške in računalniške konference ERK 2017 = Proceedings of the Twenty-sixth International Electrotechnical and Computer Science Conference ERK 2017, pp. str. 264-267, IEEE, Slovenska sekcija IEEE, Ljubljana, 2017.

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Jana Krivec, Matjaž Gams

Virtual personal psychosocial counsellor Inproceedings

In: Vladimir Fomichov, Olga S. Fomichova (Ed.): Kognitonika : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek D = Cognitonics : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume D, pp. str. 38-42, Institut Jožef Stefan, Ljubljana, 2017.

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Benjamin Novak, Rok Piltaver, Matjaž Gams

User-friendly multi-objective learning of accurate and comprehensible hybrid-trees Inproceedings

In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 39-42, Institut Jožef Stefan, Ljubljana, 2017.

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Božidara Cvetković, Martin Gjoreski, Jure Šorn, Martin Frešer, Mitja Luštrek, Maciej Bogdański, Katarzyna Jackowska, Michał Kosiedowski, Aleksander Stroiński

Management of physical, mental and environmental stress at the workplace Inproceedings

In: Jason J. Jung (Ed.): IE' 2017, pp. str. 76-83, IEEE = Institute of Electrical and Electronics Engineers, Danvers, 2017.

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Matjaž Gams

Asilomar AI principles Inproceedings

In: Olga Markič, Toma Strle, Tine Kolenik, Urban Kordeš, Matjaž Gams (Ed.): Kognitivna znanost : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9-13. oktober 2017, [Ljubljana, Slovenia] : zvezek B = Cognitive science : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October 2017, Ljubljana, Slovenia : volume B, pp. str. 10-13, Institut Jožef Stefan, Ljubljana, 2017.

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Tine Kolenik

The use of genetic algorithms in researching non-veridical perception Inproceedings

In: Olga Markič, Toma Strle, Tine Kolenik, Urban Kordeš, Matjaž Gams (Ed.): Kognitivna znanost : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9-13. oktober 2017, [Ljubljana, Slovenia] : zvezek B = Cognitive science : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October 2017, Ljubljana, Slovenia : volume B, pp. str. 25-28, Institut Jožef Stefan, Ljubljana, 2017.

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Jana Krivec, Adela Černigoj

Razlogi za starševstvo in pomen otrok pri slovenskih materah Inproceedings

In: Janez Malačič, Matjaž Gams (Ed.): Soočanje z demografskimi izzivi : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek F = Facing demographic challenges : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume F, pp. str. 52-55, Institut Jožef Stefan, Ljubljana, 2017.

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Miha Mlakar, Mitja Luštrek

Analyzing tennis game through sensor data with machine learning and multi-objective optimization Inproceedings

In: UbiComp'17 : proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and proceedings of the 2017 ACM International Symposium on Wearable Computers, September 11-15, 2017, Maui, Hawaii, pp. str. 153-156, ACM = Association for Computing Machinery, New York, 2017.

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Jani Bizjak, Anton Gradišek, Luka Stepančič, Hristijan Gjoreski, Matjaž Gams, Karmen Goljuf

Intelligent system to assist the independent living of the elderly Inproceedings

In: Jason J. Jung (Ed.): IE' 2017, pp. str. 180-183, IEEE = Institute of Electrical and Electronics Engineers, Danvers, 2017.

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Tea Tušar, Nikolaus Hansen, Dimo Brockhoff

Anytime benchmarking of budget-dependent algorithms with the COCO platform Inproceedings

In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 47-50, Institut Jožef Stefan, Ljubljana, 2017.

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Alen Ajanović, Karolina Počivavšek, Matic Podpadec, Andrej Ulčar, Ana Marija Peterlin, Ana Prodan, Saša Rink, Anton Gradišek, Matjaž Gams, Gašper Fele-Žorž, Mojca Matičič

Application for viral hepatitis infection risk assessment Inproceedings

In: Matjaž Gams, Aleš Tavčar (Ed.): Delavnica za elektronsko in mobilno zdravje ter pametna mesta : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek I = Workshop Electronic and mobile health and smart cities : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume I, pp. str. 46-48, Institut Jožef Stefan, Ljubljana, 2017.

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Božidara Cvetković, Martin Gjoreski, Jure Šorn, Pavel Maslov, Mitja Luštrek

Monitoring physical activity and mental stress using wrist-worn device and a smartphone Inproceedings

In: Michelangelo Ceci, Ljupčo Todorovski, Sašo Džeroski (Ed.): Machine learning and knowledge discovery in databases : European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017. Part I : proceedings, pp. str. 414-418, Springer, Cham, 2017.

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Matjaž Gams

Globalizem in prednosti superinteligence za RS Slovenijo Inproceedings

In: Tine Hribar (Ed.): Prenova Evrope, pp. str. 118-128, Slovenska akademija znanosti in umetnosti, = Academia scientiarum et artium Slovenica, Ljubljana, 2017.

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Tomaž Šef, Aleš Tavčar, Miha Mlakar, Matjaž Gams

Spletno svetovanje študentom v stiskah Inproceedings

In: Matjaž Gams, Aleš Tavčar (Ed.): Delavnica za elektronsko in mobilno zdravje ter pametna mesta : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek I = Workshop Electronic and mobile health and smart cities : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume I, pp. str. 49-52, Institut Jožef Stefan, Ljubljana, 2017.

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Božidara Cvetković, Martin Gjoreski, Jure Šorn, Pavel Maslov, Michał Kosiedowski, Maciej Bogdański, Aleksander Stroiński, Mitja Luštrek

Real-time physical activity and mental stress management with a wristband and a smartphone Inproceedings

In: UbiComp'17 : proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and proceedings of the 2017 ACM International Symposium on Wearable Computers, September 11-15, 2017, Maui, Hawaii, pp. str. 225-228, ACM = Association for Computing Machinery, New York, 2017.

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Gašper Slapničar, Matej Marinko, Mitja Luštrek

Continuous blood pressure estimation from PPG signal Inproceedings

In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 71-74, Institut Jožef Stefan, Ljubljana, 2017.

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Martin Gjoreski, Monika Simjanoska, Anton Gradišek, Ana Marija Peterlin, Matjaž Gams, Gregor Poglajen

Chronic heart failure detection from heart sounds using a stack of machine-learning classifiers Inproceedings

In: Jason J. Jung (Ed.): IE' 2017, pp. str. 14-19, IEEE = Institute of Electrical and Electronics Engineers, Danvers, 2017.

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Martin Gjoreski, Hristijan Gjoreski, Mitja Luštrek, Matjaž Gams

Deep affect recognition from R-R intervals Inproceedings

In: UbiComp'17 : proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and proceedings of the 2017 ACM International Symposium on Wearable Computers, September 11-15, 2017, Maui, Hawaii, pp. str. 754-762, ACM = Association for Computing Machinery, New York, 2017.

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Erik Dovgan, Jaka Sodnik, Ivan Bratko, Bogdan Filipič

Multiobjective discovery of human-like driving strategies Inproceedings

In: GECCO'17 companion : proceeding of the 2017 on Genetic and Evolutionary Computation Conference Companion, July 15-19, 2017 Berlin, Germany, pp. str. 1319-1323, ACM = Association for Computing Machinery, New York, 2017.

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Jernej Zupančič, Gregor Grasselli, Aleš Tavčar, Matjaž Gams

Virtual assistants for the Austrian-Slovenian Intelligent Tourist-Information Center Inproceedings

In: Matjaž Gams, Jernej Zupančič (Ed.): Delavnica AS-IT-IC : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9. in 13. oktober 2017, [Ljubljana, Slovenia] : zvezek E = AS-IT-IC Workshop : proceedings of the 20th International Multiconference Information Society - IS 2017, October 9th and 13th, 2017, Ljubljana, Slovenia : volume E, pp. str. 27-30, Institut Jožef Stefan, Ljubljana, 2017.

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Miha Mlakar, Mitja Luštrek

Automatic tennis analysis with the use of machine learning and multi-objective optimization Inproceedings

In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 43-46, Institut Jožef Stefan, Ljubljana, 2017.

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Klemen Trontelj, Tomaž Čegovnik, Erik Dovgan, Jaka Sodnik

Evaluating safe driving behavior in a driving simulator Inproceedings

In: Miloš Zdravković, Miroslav Trajanović, Zora Konjović (Ed.): ICIST 2017 : proceedings, pp. str. 299-302, Society for Information Systems and Computer Networks, Belgrade, 2017.

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275 entries « 6 of 6 »