Franziska Klügl
Befattning: Professor Organisation: Institutionen för naturvetenskap och teknikE-post: ZnJhbnppc2thLmtsdWdsO29ydS5zZQ==
Telefon: 019 303925
Rum: T2231
Forskningsämne
Forskningsmiljöer
Om Franziska Klügl
Franziska Klügl är professor i datavetenskap på AASS vid Örebro universitet. Hennes huvudsakliga forskningsintressen är inom språk, processer och verktyg för att utveckla agentbaserade simuleringar. Mer information finns på engelsk sida.
Forskningsprojekt
Pågående projekt
- Arbetsmarknadseffekter av artificiell intelligens: En studie av kunskapsintensiva affärstjänster
- Att förstå industriell nätverksdynamik med hjälp av agent-baserad modellering och simulering
- FOODBITE - Hållbar transport och konsumtion i livsmedelssystemets försörjningskedjor
- Intelligent Management of Mixed Traffic in Mines
- TeamRob - Team av robotar som arbetar för och med människor
Avslutade projekt
- Agent-based Route- and Mode Choice Simulation
- E-commerce and FMCG - Impact on economy, sustainability and network organization of distribution
- Human-in-the-loop: Modeling and Simulation
- Integration of naturally and artificially intelligent adaptive agents into a multi-agent simulation of a complex camp protection scenario
- Learning Agents for Supporting Modeling
- OPAC Intelligent Pedestrian Hydraulics
- RM4RS - Snabb Kartläggning för Realistisk Simulering
- Take back the Night
Forskargrupper
Publikationer
Artiklar i tidskrifter |
Artiklar, forskningsöversikter |
Böcker |
Kapitel i böcker, del av antologier |
Konferensbidrag |
Manuskript |
Proceedings (redaktörskap) |
Samlingsverk (redaktör) |
Artiklar i tidskrifter
- Uhrmacher, A. M. , Frazier, P. , Hähnle, R. , Klügl, F. , Lorig, F. , Ludäscher, B. , Nenzi, L. , Ruiz-Martin, C. & et al. (2024). Context, Composition, Automation, and Communication: The C2AC Roadmap for Modeling and Simulation. ACM Transactions on Modeling and Computer Simulation, 34 (4), 1-51. [BibTeX]
- Klügl, F. & Kyvik Nordås, H. (2024). Double whammy? Trade and automation in engineering services. Review of International Economics, 32 (4), 1493-1520. [BibTeX]
- Klügl, F. & Bazzan, A. L. C. (2021). Accelerating route choice learning with experience sharing in a commuting scenario: An agent-based approach. AI Communications, 34 (1), 105-119. [BibTeX]
- Lujak, M. , Dusparic, I. , Klügl, F. & Vizzari, G. (2021). Agents in Traffic and Transportation (ATT 2020): [Special Issue Editorial]. AI Communications, 34 (1), 1-3. [BibTeX]
- Kyvik Nordås, H. & Klügl, F. (2021). Drivers of Automation and Consequences for Jobs in Engineering Services: An Agent-Based Modelling Approach. Frontiers in Robotics and AI, 8. [BibTeX]
- Alirezaie, M. , Kiselev, A. , Längkvist, M. , Klügl, F. & Loutfi, A. (2017). An Ontology-Based Reasoning Framework for Querying Satellite Images for Disaster Monitoring. Sensors, 17 (11). [BibTeX]
- Klügl, F. (2016). Using the affordance concept for model design in agent-based simulation. Annals of Mathematics and Artificial Intelligence, 78 (1), 21-44. [BibTeX]
- Vasirani, M. , Klügl, F. , Camponogara, E. & Hattori, H. (2015). Special issue on intelligent agents in traffic and transportation. Journal of Intelligent Transportation Systems / Taylor & Francis, 19 (1), 1-2. [BibTeX]
- Junges, R. & Klügl, F. (2013). Learning Tools for Agent-based Modeling and Simulation. Künstliche Intelligenz, 27 (3), 273-280. [BibTeX]
- Klügl, F. & Bazzan, A. L. (2012). Agent-based modeling and simulation. The AI Magazine, 33 (3), 29-40. [BibTeX]
- Junges, R. & Klügl, F. (2012). Generating inspiration for agent design by reinforcement learning. Information and Software Technology, 54 (6), 639-649. [BibTeX]
- Junges, R. & Klügl, F. (2012). Programming agent behavior by learning in simulation models. Applied Artificial Intelligence, 26 (4), 349-375. [BibTeX]
- Lopez-Paredes, A. , Edmonds, B. & Klügl, F. (2012). Special issue: Agent based simulation of complex social systems. Simulation (San Diego, Calif.), 88 (1), 4-6. [BibTeX]
- Klügl, F. , Bazzan, A. L. C. & Ossowski, S. (2010). Agents in traffic and transportation Preface. Transportation Research Part C: Emerging Technologies, 18 (1), 69-70. [BibTeX]
- Triebig, C. & Klügl, F. (2009). Elements of a documentation framework for agent-based simulation models. Cybernetics and systems, 40 (5), 441-474. [BibTeX]
Artiklar, forskningsöversikter
- Bazzan, A. L. C. & Klügl, F. (2014). A review on agent-based technology for traffic and transportation. Knowledge engineering review (Print), 29 (3), 375-403. [BibTeX]
- Timpf, S. & Klügl, F. (2008). Räumliche Mobilität und KI. Künstliche Intelligenz (3), 5-7. [BibTeX]
Böcker
- Bazzan, A. L. & Klügl, F. (2013). Introduction to Intelligent Systems in Traffic and Transportation. San Rafael, California (USA): Morgan & Claypool Publishers (Synthesis Lectures on Artificial Intelligence and Machine Learning 7). [BibTeX]
Kapitel i böcker, del av antologier
- Klügl, F. (2020). Multiagentensysteme. I: Görz, G., Schmid, U. and T. Braun, Handbuch der Künstlichen Intelligenz (ss. 755-782). Berlin, Germany: De Gryter / Oldenbourg. [BibTeX]
- Davidsson, P. , Klügl, F. & Verhagen, H. (2017). Simulation of Complex Systems. I: Lorenzo Magnani and Tommaso Bertolotti, Springer Handbook of Model-Based Science (ss. 783-797). Cham: Springer. [BibTeX]
- Siebers, P. & Klügl, F. (2017). What Software Engineering Has to Offer to Agent-Based Social Simulation. I: Bruce Edmonds, Ruth Meyer, Simulating Social Complexity: A Handbook (ss. 81-117). . Springer. [BibTeX]
- Marmaras, C. , Xydas, E. , Cipcigan, L. M. , Rana, O. & Klügl, F. (2016). Electric Vehicles in road transport and electric power networks. I: Thomas Leo McCluskey et al., Autonomic Road Transport Support Systems (ss. 233-252). . Springer. [BibTeX]
- Klügl, F. (2013). "Engineering" agent-based simulation models?. I: Jörg P. Müller, Massimo Cossentino, Agent-oriented software engineering XIII: revised selected papers (ss. 179-196). . Springer Berlin/Heidelberg. [BibTeX]
- Klügl, F. (2013). Multi-Agenten-Systeme. I: Günther Görz, Josef Schneeberger and Ute Schmid, Handbuch der Künstlichen Intelligenz (ss. 999-1007). . Oldenbourg Wissenschaftsverlag GmbH. [BibTeX]
- Louloudi, A. & Klügl, F. (2013). Visualisation on demand for agent-based simulation. I: Frank Dignum, Cyril Brom, Koen Hindriks, Martin Beer, Deborah Richards, Cognitive agents for virtual environments: First International Workshop, CAVE 2012, Held at AAMAS 2012, Valencia, Spain, June 4, 2012, Revised Selected Papers. Berling, Heidelberg: Springer. [BibTeX]
- Klügl, F. (2009). SeSAm: visual programming and participatory simulation for agent-based models. I: Adelinde Uhrmacher, Danny Weyns, Multi-agent systems: simulation and applications (ss. 477-508). Boca Raton, Fla: CRC Press. [BibTeX]
Konferensbidrag
- Timpf, S. & Klügl, F. (2023). Modelling Affordances as Emergent Phenomena (Short Paper). I: Roger Beecham; Jed A. Long; Dianna Smith; Qunshan Zhao; Sarah Wise, 12th International Conference on Geographic Information Science (GIScience 2023). Konferensbidrag vid 12th International Conference on Geographic Information Science (GIScience 2023), Leeds, UK, September 12-15, 2023. (ss. 72:1-72:6). Schloss Dagstuhl, Leibniz-Zentrum für Informatik. [BibTeX]
- Klügl, F. & Kyvik Nordås, H. (2023). Modelling Agent Decision Making in Agent-based Simulation - Analysis Using an Economic Technology Uptake Model. I: AAMAS '23 Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems. Konferensbidrag vid 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023), London, United Kingdom, May 29 – June 2, 2023. (ss. 1903-1911). International Foundation for Autonomous Agents and Multiagent Systems. [BibTeX]
- Blad, S. , Längkvist, M. , Klügl, F. & Loutfi, A. (2022). Empirical analysis of the convergence of Double DQN in relation to reward sparsity. I: Wani, MA; Kantardzic, M; Palade, V; Neagu, D; Yang, L; Chan, KY, 21st IEEE International Conference on Machine Learning and Applications. ICMLA 2022 Proceedings. Konferensbidrag vid 21st IEEE International Conference on Machine Learning and Applications (IEEE ICMLA), Nassau, Bahamas, December 12-14, 2022. (ss. 591-596). IEEE. [BibTeX]
- Klügl, F. & Timpf, S. (2021). Towards More Explicit Interaction Modelling in Agent-Based Simulation Using Affordance Schemata. I: Stefan Edelkamp; Ralf Möller; Elmar Rueckert, KI 2021: Advances in Artificial Intelligence 44th German Conference on AI, Virtual Event, September 27 – October 1, 2021, Proceedings. Konferensbidrag vid 44th German Conference on AI, Virtual Event, September 27 – October 1, 2021. (ss. 324-337). Springer. [BibTeX]
- Bazzan, A. L. C. & Klügl, F. (2020). Experience Sharing in a Traffic Scenario. I: Dusparic, I. , Klügl, F., Lujak, M. and G. Vizzari, ATT2020 Agents in Traffic and Transportation Eleventh International Workshop on Agents in Traffic and Transportation co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020) Santiago de Compostela, Spain, September 4, 2020.. Konferensbidrag vid Eleventh International Workshop on Agents in Traffic and Transportation co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostela, Spain, September 4, 2020. (ss. 71-78). Technical University of Aachen. [BibTeX]
- Onggo, B. S. , Yilmaz, L. , Klügl, F. , Terano, T. & MacAl, C. M. (2019). Credible Agent-Based Simulation: An Illusion or only A Step Away. I: Proceedings Winter Simulation Conference. Konferensbidrag vid 2019 Winter Simulation Conference (WSC), National Harbor, Maryland, USA, December 8-11, 2019. (ss. 273-284). Institute of Electrical and Electronics Engineers (IEEE). [BibTeX]
- Klügl, F. & Timpf, S. (2018). Approaching Interactions in Agent-Based Modelling with an Affordance Perspective. I: Amal El Fallah-Seghrouchni, Alessandro Ricci, Tran Cao Son, Engineering Multi-Agent Systems. Konferensbidrag vid 5th International Workshop on Engineering Multi-Agent Systems (EMAS), Sao Paulo, Brazil, May 8-9, 2017,. (ss. 21-37). Springer. [BibTeX]
- Shahin Moghadam, S. , Klügl, F. & Prenkert, F. (2018). Investigating the Cannibalizing Effect in a Two-Market Situation Using Agent-Based Simulation. Konferensbidrag vid 9th Vienna International Conference on Mathematical Modelling (MATHMOD 2018), Vienna, Austria, February 21-23, 2018. (ss. 115-120). Elsevier. [BibTeX]
- Shahin Moghadam, S. , Prenkert, F. & Klügl, F. (2018). Role and Position Dynamics in Business Networks: Using an Agent-Based Model to Simulate the Impact of a New Market Solution on a Focal Actor’s Role and Position. Konferensbidrag vid European Academy of Management Conference (EURAM18), Reykjavik, Iceland, June 19-22, 2018. [BibTeX]
- Renoux, J. & Klügl, F. (2018). Simulating Daily Activities in a Smart Home for Data Generation. I: 2018 Winter Simulation Conference (WSC). Konferensbidrag vid Winter Simulation Conference (WSC), Gothenburg, Sweden, December 9-12, 2018. (ss. 798-809). New York, USA: Institute of Electrical and Electronics Engineers (IEEE). [BibTeX]
- Klügl, F. & Timpf, S. (2017). Approaching Interactions in Agent-Based Modelling with an Affordance Perspective. I: Sukthankar. G.; Rodriguez-Aguilar J. A., Autonomous Agents and Multiagent Systems AAMAS 2017 Workshops, Best Papers, São Paulo, Brazil, May 8-12, 2017, Revised Selected Papers. Konferensbidrag vid International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2017), Engineering 4 Multiagent Systems Workshop, São Paulo, Brazil, May 8-12, 2017. (ss. 222-238). Cham: Springer. [BibTeX]
- Alirezaie, M. , Kiselev, A. , Klügl, F. , Längkvist, M. & Loutfi, A. (2017). Exploiting Context and Semantics for UAV Path-finding in an Urban Setting. I: Emanuele Bastianelli, Mathieu d'Aquin, Daniele Nardi, Proceedings of the 1st International Workshop on Application of Semantic Web technologies in Robotics (AnSWeR 2017), Portoroz, Slovenia, May 29th, 2017. Konferensbidrag vid International Workshop on Application of Semantic Web technologies in Robotics co-located with 14th Extended Semantic Web Conference (ESWC), Portoroz, Slovenia, 28th May-1st June, 2017. (ss. 11-20). Technical University Aachen. [BibTeX]
- Nilsson, J. & Klügl, F. (2016). Human-in-the-Loop Simulation of a Virtual Classroom. I: M. Rovatsos, G. Vouros, V. Julian, Multi-Agent Systems and Agreement Technologies 13th European Conference, EUMAS 2015, and Third International Conference, AT 2015, Athens, Greece, December 17-18, 2015, Revised Selected Papers. Konferensbidrag vid 13th European Conference on Multi-Agent Systems, EUMAS 2015 and 3rd International Conference on Agreement Technologies, AT 2015, Athens, Greece, December 17-18, 2015. (ss. 379-394). Springer. [BibTeX]
- Alirezaie, M. , Klügl, F. & Loutfi, A. (2016). Knowing without telling: integrating sensing and mapping for creating an artificial companion. I: Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. Konferensbidrag vid 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2016), Burlingame, California, USA, October 31 - November 3, 2016. (ss. 11:1-11:4). New York, NY, USA: Association for Computing Machinery (ACM). [BibTeX]
- Klügl, F. (2015). Affordance-Based Interaction Design for Agent-Based Simulation Models. I: Nils Bulling, Multi-Agent Systems (EUMAS 2014). Konferensbidrag vid 12th European Conference on Multi-Agent Systems (EUMAS, Prague,Czech Republic, December 18-19, 2014. (ss. 51-66). Springer. [BibTeX]
- Carrascosa, C. , Klügl, F. , Ricci, A. & Boissier, O. (2015). From Physical to Virtual: Widening the Perspective on Multi-Agent Environments. I: Weyns, Danny and Michel, Fabien, Agent Environments for Multi-Agent Systems IV. Konferensbidrag vid 4th International Workshop on Environments for Multi-Agent Systems (E4MAS), Paris, France, May 6, 2014. (ss. 133-146). Springer. [BibTeX]
- Carrascosa, C. , Klügl, F. & Ricci, A. (2014). Virtual Environments 4 MAS. I: D. Weyns et al., E4MAS - 10 Years Later. Workshop at AAMAS 2014. Konferensbidrag vid E4MAS - 10 Years Later. Workshop at AAMAS 2014. [BibTeX]
- Klügl, F. & Davidsson, P. (2013). AMASON: Abstract Meta-model for Agent-based SimulatiON. I: Matthias Klusch, Matthias Thimm and Marcin Paprzycki, Multiagent System Technologies 11th German Conference, MATES 2013, Koblenz, Germany, September 16-20, 2013. Proceedings. Konferensbidrag vid 11th German Conference on Multiagent System Technologies (MATES 2013), Koblenz, Germany, September 16-20, 2013. (ss. 101-114). Springer Berlin/Heidelberg. [BibTeX]
- Junges, R. & Klügl, F. (2013). Learning Agent Models in SeSAm: (Demonstration). I: Takayuki Ito; Catholijn Jonker; Maria Gini; Onn Shehory, Proceedings of the 12th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2013). Konferensbidrag vid 12th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2013), St. Paul, USA, May 6-10, 2013. (ss. 1373-1374). The International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS). [BibTeX]
- Louloudi, A. & Klügl, F. (2012). A new framework for coupling agent-based simulation and immersive visualisation. I: Klaus G. Troitzsch, Michael Möhring, Ulf Lotzmann, Proceedings of the 26th European Conference on Modelling and Simulation (ECMS). Konferensbidrag vid 26th European Conference of Modelling and Simulation, Koblenz, Germany, May 29-June 1, 2012. (ss. 51-57). ECMS European Council for Modelling and Simulation. [BibTeX]
- Junges, R. & Klügl, F. (2012). Behavior abstraction robustness in agent modeling. I: Web Intelligence and Intelligent Agent Technology (WIIAT). Konferensbidrag vid 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology (WI-IAT), Dec, 4-7 2012, Macau, China. (ss. 228-235). IEEE Computer Society Digital Library. [BibTeX]
- Junges, R. & Klügl, F. (2012). Behavior modeling from learning agents: sensitivity to objective function details. I: Conitzer,Winikoff, Padgham, and van der Hoek, Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2012) volume 3. Konferensbidrag vid 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2012), 4-8 June 2012, Valencia, Spain. (ss. 1335-1336). Richland SC: The International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS). [BibTeX]
- Junges, R. & Klügl, F. (2012). How to design agent-based simulation models using agent learning. I: Winter Simulation Conference Proceedings. Konferensbidrag vid Winter Simulation Conference (WSC 2012), Berlin, Germany, December 9-12, 2012. (ss. 1-10). Institute of Electrical and Electronics Engineers (IEEE). [BibTeX]
- Louloudi, A. & Klügl, F. (2012). Immersive face validation: a new validation technique for agent-based simulation. Konferensbidrag vid Federated Conference on Computer Science and Information Systems (FedCSIS 2012), Wroclaw, Poland, September 9-12, 2012. (ss. 1255-1260). Institute of Electrical and Electronics Engineers (IEEE). [BibTeX]
- Klügl, F. & Rindsfüser, G. (2011). Agent-based route (and mode) choice simulation in real-world networks. I: Jomi F. Hübner, Jean-Marc Petit, Einoshin Suzuki, 2011 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT). Konferensbidrag vid 2011 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), 22-27 Aug. 2011, Lyon, France. (ss. 22-29). IEEE. [BibTeX]
- Junges, R. & Klügl, F. (2011). Evolution for modeling: a genetic programming framework for SeSAm. I: GECCO '11 Proceedings of the 13th annual conference companion on Genetic and evolutionary computation. Konferensbidrag vid Evolutionary computation and multi-agent systems and simulation (ECoMASS) - fifth annual workshop, GECCO’11, July 12–16, 2011, Dublin, Ireland. (ss. 551-558). ACM Digital Library. [BibTeX]
- Junges, R. & Klügl, F. (2011). Modeling agent behavior through online evolutionary and reinforcement learning. I: Federated Conference on Computer Science and Information Systems (FedCSIS), 2011. Konferensbidrag vid 5th International Workshop on Multi-Agent Systems and Simulation (MAS&S), Szczecin, Poland, September 18-21, 2011. (ss. 643-650). IEEE. [BibTeX]
- Klügl, F. & Bernon, C. (2011). Self-Adaptive Agents for Debugging Multi-Agent Simulations. I: J. Fox and A. Rausch, Proc. of the 3rd ADAPTIVE 2011 The Third International Conference on Adaptive and Self-Adaptive Systems and Applications. Konferensbidrag vid ADAPTIVE 2011. (ss. 79-84). Xpert Publishing Services. [BibTeX]
- Louloudi, A. & Klügl, F. (2011). Towards a generic connection between agent behaviour and visualisation. Konferensbidrag vid 9th European Workshop on Multi-Agent Systems (EUMAS), November 14-15, 2011, Maastrich, Netherlands. [BibTeX]
- Louloudi, A. & Klügl, F. (2011). Visualizing agent-based simulation dynamics in a CAVE: issues and architectures. I: 2011 Federated Conference on Computer Science and Information Systems (FedCSIS). Konferensbidrag vid 5th International Workshop on Multi-Agent Systems and Simulation (MAS&S). (ss. 651-658). IEEE. [BibTeX]
- Junges, R. & Klügl, F. (2010). Evaluation of techniques for a learning-driven modeling methodology in multiagent simulation. I: Jürgen Dix, Cees Witteveen, Multiagent system technologies. Konferensbidrag vid 8th German Conference, MATES 2010, Leipzig, Germany, September 27-29, 2010. (ss. 185-196). Berlin, Germany: Springer. [BibTeX]
- Junges, R. & Klügl, F. (2010). Generating inspiration for multi-agent simulation design by Q-Learning. I: MALLOW-2010 proceedings of the multi-agent logics, languages, and organisations federated workshops 2010. Konferensbidrag vid MAS&S at MALLOW 2010, Lyon, France, August 30 - September 2. (ss. 508-515). [BibTeX]
- Junges, R. & Klügl, F. (2010). Learning convergence and agent behavior interpretation for designing agent-based simulations. Konferensbidrag vid Proceedings of 8th European Workshop on Multi-Agent Systems, EUMAS 2010, Paris, France , 16-17 December 2010. [BibTeX]
- Klügl, F. , Klubertanz, G. & Rindsfüser, G. (2009). Agent-based pedestrian simulation of train evacuation integrating environmental data. I: Bärbel Mertsching, Marcus Hund, Zaheer Aziz, KI 2009 advances in artificial intelligence. Konferensbidrag vid 32nd annual German conference on artificial intelligence, KI 2009; Paderborn; September 15 - 18, 2009. (ss. 631-638). Berlin: Springer. [BibTeX]
- Klügl, F. & Karlsson, L. (2009). Towards Pattern-Oriented Design of Agent-Based Simulation Models. I: Braubach, L; VanderHoek, W; Petta, P; Pokahr, A, MULTI-AGENT SYSTEM TECHNOLOGIES, PROCEEDINGS. Konferensbidrag vid 7th German Conference on Multi-Agent System Technologies, SEP 09-11, 2009, Hamburg, GERMANY. (ss. 41-53). Berlin, Germany: Springer. [BibTeX]
- Hatko, R. & Klügl, F. (2008). A distributed simulation engine for a time-driven multi-agent simulation. I: Summer computer simulation conference (SCSC), ADS track. Konferensbidrag vid Summer computer simulation conference 2008, Edinburgh, Scotland, June 2008. (ss. 38-45). San Diego: SCS Publishing House. [BibTeX]
- Klügl, F. (2008). A validation methodology for agent-based simulations. I: Roger L. Wainwright, Hisham M. Haddad, SAC '08 Proceedings of the 2008 ACM symposium on applied computing (SAC). Konferensbidrag vid 2008 ACM symposium on applied computing (SAC), Fortaleza, Ceara, Brazil, March 16-20, 2008. (ss. 39-43). New York, NY: ACM Press. [BibTeX]
- Klügl, F. , Hatko, R. & Butz, M. V. (2008). Agent learning instead of behavior implementation for simulations: a case study using classifier systems. I: Ralph Bergmann, Gabriela Lindemann, Stefan Kirn, Michal Pechoucek, Multiagent System Technologies. Konferensbidrag vid 6th German Conference, MATES 2008, Kaiserslautern, Germany, September 23-26, 2008. (ss. 111-122). Berlin: Springer. [BibTeX]
- Triebig, C. & Klügl, F. (2008). Elements of an appropriate documentation framework for agent-based simulation models. Konferensbidrag vid Symposium "Agent-based Modeling and Simulation @ EMCSR 2008, Wien, März 2008. [BibTeX]
- Klügl, F. (2008). Measuring complexity of agent-based simulation: an attempt using metrics. I: Mehdi Dastani, Amal El Fallah Seghrouchni, João Leite, Paolo Torroni, Languages, methodologies and development tools for multi-agent systems Revised selected and invited papers. Konferensbidrag vid First International Workshop, Lads 2007, Durham, UK, September 4-6, 2007. (ss. 123-138). Berlin: Springer. [BibTeX]
- Triebig, C. & Klügl, F. (2008). Refactoring of agent-based simulation models. I: Martin Bichler ..., Multikonferenz Wirtschaftsinformatik, MKWI 2008 special track: multi-agent systems as middleware and architectures for business systems. Konferensbidrag vid MKWI 08 - Multikonferenz Wirtschaftsinformatik, München, 26.2.2008 - 28.2.2008. (ss. 1421-1430). Berlin: Gito-Verlag. [BibTeX]
- Bazzan, A. L. C. & Klügl, F. (2008). Re-routing agents in an abstract traffic scenario. I: Gerson Zaverucha, Augusto Loureiro da Costa, Advances in artificial intelligence SBIA 2008. Konferensbidrag vid 19th Brazilian Symposium on Artificial Intelligence, Savador, Brazil, October 26-30, 2008. (ss. 63-72). Berlin: Springer. [BibTeX]
- Bazzan, A. L. C. , de Oliveira, D. , Klügl, F. & Nagel, K. (2008). To adapt or not to adapt: consequences of adapting driver and traffic light agents. I: Karl Tuyls, Ann Nowe, Zahia Guessoum, Adaptive agents and multi-agent systems III adaptation and multi-agent learning : 5th, 6th, and 7th European Symposium,ALAMAS 2005-2007on Adaptive and Learning Agents and Multi-Agent Systems : revised selected papers. Konferensbidrag vid 5th, 6th, and 7th European Symposium, ALAMAS 2005-2007 on Adaptive and Learning Agents and Multi-Agent Systems. (ss. 1-14). New York: Springer. [BibTeX]
Manuskript
- Klügl, F. Agent-Based Simulation Engineering. [BibTeX]
Proceedings (redaktörskap)
- Dusparic, I. (ed.) , Klügl, F. (ed.) , Lujak, M. (ed.) & Vizzari, G. (ed.) (2020). ATT 2020: Agents in Traffic and Transportation: Eleventh International Workshop on Agents in Traffic and Transportation co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020) Santiago de Compostela, Spain, September 4, 2020... CEUR Workshop Proceedings (CEUR Workshop Proceedings 2701). [BibTeX]
- Schmid, U. (ed.) , Klügl, F. (ed.) & Wolter, D. (ed.) (2020). KI 2020: Advances in Artificial Intelligence: 43rd German Conference on AI, Bamberg, Germany, September 21–25, 2020, Proceedings.. Springer (Lecture Notes in Computer Science book series 12325). [BibTeX]
- Klügl, F. (ed.) , Vizzari, G. (ed.) & Vokrinek, J. (ed.) (2014). Proceedings of the 8th International Workshop on Agents in Traffic and Transportation: Workshop at AAMAS 2014, Paris, May, 5/6th 2014. Paris: The International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS). [BibTeX]
- Klügl, F. (ed.) & Ossowski, S. (ed.) (2011). Multiagent system technologies: 8th German Conference, MATES 2011, Berlin, Germany, October 6-7, 2011. Proceedings. Heidelberg: Springer (Lecture Notes in Computer Science 6973). [BibTeX]
Samlingsverk (redaktör)
- McCluskey, T. L. (ed.) , Kotsialos, A. (ed.) , Müller, J. P. (ed.) , Klügl, F. (ed.) , Rana, O. (ed.) & Schumann, R. (ed.) (2016). Autonomic Road Transport Support Systems (1ed.).. Birkhäuser Verlag (Autonomic Systems ). [BibTeX]
- Bazzan, A. L. (ed.) & Klügl, F. (ed.) (2009). Multi-agent systems for traffic and transportation engineering (1ed.). Hershey, N.Y.: Information Science Reference. [BibTeX]