Multi-agent system (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Multi-agent system" in English language version.

refsWebsite

Global rank English rank

16doi.org

2^nd place

11semanticscholar.org

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5researchgate.net

120^th place

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4psu.edu

207^th place

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3arxiv.org

69^th place

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3worldcat.org

5^th place

2ieee.org

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2handle.net

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2web.archive.org

1^st place

2surrey.ac.uk

8,396^th place

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1masfoundations.org

low place

1marl-book.com

low place

1neurips.cc

low place

1soton.ac.uk

6,219^th place

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1aaai.org

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1gdmc.nl

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1lifl.fr

low place

1berkeley.edu

580^th place

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1designofagentbasedmodels.info

low place

1gmu.edu

3,837^th place

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1umass.edu

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1utexas.edu

916^th place

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1uchicago.edu

230^th place

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1aip.org

2,204^th place

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1utp.edu.my

low place

1omg.org

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1ieee-ies.org

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1github.com

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1massivesoftware.com

low place

1kb.se

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1wiomax.com

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1harvard.edu

18^th place

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1newscientist.com

774^th place

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1norceresearch.no

low place

1theatlantic.com

228^th place

158^th place

aaai.org

Schurr, Nathan; Marecki, Janusz; Tambe, Milind; Scerri, Paul; Kasinadhuni, Nikhil; Lewis, J.P. (2005). "The Future of Disaster Response: Humans Working with Multiagent Teams using DEFACTO". Archived (PDF) from the original on June 3, 2013. Retrieved January 8, 2024.

aip.org

scitation.aip.org

Shen, Jackie (Jianhong) (2008). "Cucker–Smale Flocking under Hierarchical Leadership". SIAM J. Appl. Math. 68 (3): 694–719. arXiv:q-bio/0610048. doi:10.1137/060673254. S2CID 14655317. Retrieved June 9, 2008.

arxiv.org

Li, Guohao (2023). "Camel: Communicative agents for "mind" exploration of large language model society" (PDF). Advances in Neural Information Processing Systems. 36: 51991–52008. arXiv:2303.17760. S2CID 257900712.
Niazi, Muaz; Hussain, Amir (2011). "Agent-based Computing from Multi-agent Systems to Agent-Based Models: A Visual Survey" (PDF). Scientometrics. 89 (2): 479–499. arXiv:1708.05872. doi:10.1007/s11192-011-0468-9. hdl:1893/3378. S2CID 17934527.
Shen, Jackie (Jianhong) (2008). "Cucker–Smale Flocking under Hierarchical Leadership". SIAM J. Appl. Math. 68 (3): 694–719. arXiv:q-bio/0610048. doi:10.1137/060673254. S2CID 14655317. Retrieved June 9, 2008.

berkeley.edu

aima.cs.berkeley.edu

Russell, Stuart J.; Norvig, Peter (2003), Artificial Intelligence: A Modern Approach (2nd ed.), Upper Saddle River, New Jersey: Prentice Hall, ISBN 0-13-790395-2

designofagentbasedmodels.info

Salamon, Tomas (2011). Design of Agent-Based Models. Repin: Bruckner Publishing. p. 22. ISBN 978-80-904661-1-1.

doi.org

Niazi, Muaz; Hussain, Amir (2011). "Agent-based Computing from Multi-agent Systems to Agent-Based Models: A Visual Survey" (PDF). Scientometrics. 89 (2): 479–499. arXiv:1708.05872. doi:10.1007/s11192-011-0468-9. hdl:1893/3378. S2CID 17934527.
Rogers, Alex; David, E.; Schiff, J.; Jennings, N.R. (2007). "The Effects of Proxy Bidding and Minimum Bid Increments within eBay Auctions". ACM Transactions on the Web. 1 (2): 9–es. CiteSeerX 10.1.1.65.4539. doi:10.1145/1255438.1255441. S2CID 207163424. Archived from the original on April 2, 2010. Retrieved March 18, 2008.
Genc, Zulkuf; et al. (2013). "Agent-Based Information Infrastructure for Disaster Management" (PDF). Intelligent Systems for Crisis Management. Lecture Notes in Geoinformation and Cartography. pp. 349–355. doi:10.1007/978-3-642-33218-0_26. ISBN 978-3-642-33217-3.
Hu, Junyan; Bhowmick, Parijat; Lanzon, Alexander (2020). "Distributed Adaptive Time-Varying Group Formation Tracking for Multiagent Systems With Multiple Leaders on Directed Graphs". IEEE Transactions on Control of Network Systems. 7: 140–150. doi:10.1109/TCNS.2019.2913619. S2CID 149609966.
Weyns, Danny; Omicini, Amdrea; Odell, James (2007). "Environment as a first-class abstraction in multiagent systems". Autonomous Agents and Multi-Agent Systems. 14 (1): 5–30. CiteSeerX 10.1.1.154.4480. doi:10.1007/s10458-006-0012-0. S2CID 13347050.
Panait, Liviu; Luke, Sean (2005). "Cooperative Multi-Agent Learning: The State of the Art" (PDF). Autonomous Agents and Multi-Agent Systems. 11 (3): 387–434. CiteSeerX 10.1.1.307.6671. doi:10.1007/s10458-005-2631-2. S2CID 19706.
Cucker, Felipe; Steve Smale (2007). "The Mathematics of Emergence" (PDF). Japanese Journal of Mathematics. 2: 197–227. doi:10.1007/s11537-007-0647-x. S2CID 2637067. Retrieved June 9, 2008.
Shen, Jackie (Jianhong) (2008). "Cucker–Smale Flocking under Hierarchical Leadership". SIAM J. Appl. Math. 68 (3): 694–719. arXiv:q-bio/0610048. doi:10.1137/060673254. S2CID 14655317. Retrieved June 9, 2008.
Ahmed, S.; Karsiti, M.N. (2007), "A testbed for control schemes using multi agent nonholonomic robots", 2007 IEEE International Conference on Electro/Information Technology, p. 459, doi:10.1109/EIT.2007.4374547, ISBN 978-1-4244-0940-2, S2CID 2734931
Yang, Lidong; Li, Zhang (2021). "Motion control in magnetic microrobotics: From individual and multiple robots to swarms". Annual Review of Control, Robotics, and Autonomous Systems. 4: 509–534. doi:10.1146/annurev-control-032720-104318. S2CID 228892228.
Leitao, Paulo; Karnouskos, Stamatis; Ribeiro, Luis; Lee, Jay; Strasser, Thomas; Colombo, Armando W. (2016). "Smart Agents in Industrial Cyber–Physical Systems". Proceedings of the IEEE. 104 (5): 1086–1101. doi:10.1109/JPROC.2016.2521931. hdl:10198/15438. ISSN 0018-9219. S2CID 579475.
Máhr, T. S.; Srour, J.; De Weerdt, M.; Zuidwijk, R. (2010). "Can agents measure up? A comparative study of an agent-based and on-line optimization approach for a drayage problem with uncertainty". Transportation Research Part C: Emerging Technologies. 18 (1): 99–119. Bibcode:2010TRPC...18...99M. CiteSeerX 10.1.1.153.770. doi:10.1016/j.trc.2009.04.018.
Kazemi, Hamidreza; Liasi, Sahand; Sheikh-El-Eslami, Mohammadkazem (November 2018). "Generation Expansion Planning Considering Investment Dynamic of Market Participants Using Multi-agent System". 2018 Smart Grid Conference (SGC). pp. 1–6. doi:10.1109/SGC.2018.8777904. ISBN 978-1-7281-1138-4. Retrieved January 8, 2024.
Singh, Vijay; Samuel, Paulson (June 6, 2017). "Distributed Multi -Agent System Based Load Frequency Control for Multi- Area Power System in Smart Grid". IEEE Transactions on Industrial Electronics. 64 (6): 5151–5160. doi:10.1109/TIE.2017.2668983. Retrieved January 8, 2024.
Gong, Xiaoqian; Herty, Michael; Piccoli, Benedetto; Visconti, Giuseppe (May 3, 2023). "Crowd Dynamics: Modeling and Control of Multiagent Systems". Annual Review of Control, Robotics, and Autonomous Systems. 6 (1): 261–282. doi:10.1146/annurev-control-060822-123629. ISSN 2573-5144.
Hallerbach, S.; Xia, Y.; Eberle, U.; Koester, F. (2018). "Simulation-Based Identification of Critical Scenarios for Cooperative and Automated Vehicles". SAE International Journal of Connected and Automated Vehicles. 1 (2). SAE International: 93. doi:10.4271/2018-01-1066.

gdmc.nl

Genc, Zulkuf; et al. (2013). "Agent-Based Information Infrastructure for Disaster Management" (PDF). Intelligent Systems for Crisis Management. Lecture Notes in Geoinformation and Cartography. pp. 349–355. doi:10.1007/978-3-642-33218-0_26. ISBN 978-3-642-33217-3.

github.com

"CAMEL: Finding the Scaling Law of Agents. The first and the best multi-agent framework". GitHub.

gmu.edu

cs.gmu.edu

Panait, Liviu; Luke, Sean (2005). "Cooperative Multi-Agent Learning: The State of the Art" (PDF). Autonomous Agents and Multi-Agent Systems. 11 (3): 387–434. CiteSeerX 10.1.1.307.6671. doi:10.1007/s10458-005-2631-2. S2CID 19706.

handle.net

hdl.handle.net

Niazi, Muaz; Hussain, Amir (2011). "Agent-based Computing from Multi-agent Systems to Agent-Based Models: A Visual Survey" (PDF). Scientometrics. 89 (2): 479–499. arXiv:1708.05872. doi:10.1007/s11192-011-0468-9. hdl:1893/3378. S2CID 17934527.
Leitao, Paulo; Karnouskos, Stamatis; Ribeiro, Luis; Lee, Jay; Strasser, Thomas; Colombo, Armando W. (2016). "Smart Agents in Industrial Cyber–Physical Systems". Proceedings of the IEEE. 104 (5): 1086–1101. doi:10.1109/JPROC.2016.2521931. hdl:10198/15438. ISSN 0018-9219. S2CID 579475.

harvard.edu

ui.adsabs.harvard.edu

Máhr, T. S.; Srour, J.; De Weerdt, M.; Zuidwijk, R. (2010). "Can agents measure up? A comparative study of an agent-based and on-line optimization approach for a drayage problem with uncertainty". Transportation Research Part C: Emerging Technologies. 18 (1): 99–119. Bibcode:2010TRPC...18...99M. CiteSeerX 10.1.1.153.770. doi:10.1016/j.trc.2009.04.018.

ieee-ies.org

tcia.ieee-ies.org

"IEEE IES Technical Committee on Industrial Agents (TC-IA)". tcia.ieee-ies.org. Retrieved February 19, 2019.

ieee.org

ieeexplore.ieee.org

H. Pan; M. Zahmatkesh; F. Rekabi-Bana; F. Arvin; J. Hu "T-STAR: Time-Optimal Swarm Trajectory Planning for Quadrotor Unmanned Aerial Vehicles" IEEE Transactions on Intelligent Transportation Systems, 2025.
Hu, J.; Turgut, A.; Lennox, B.; Arvin, F., "Robust Formation Coordination of Robot Swarms with Nonlinear Dynamics and Unknown Disturbances: Design and Experiments" IEEE Transactions on Circuits and Systems II: Express Briefs, 2021.

kb.se

urn.kb.se

Leitao, Paulo; Karnouskos, Stamatis; Ribeiro, Luis; Lee, Jay; Strasser, Thomas; Colombo, Armando W. (2016). "Smart Agents in Industrial Cyber–Physical Systems". Proceedings of the IEEE. 104 (5): 1086–1101. doi:10.1109/JPROC.2016.2521931. hdl:10198/15438. ISSN 0018-9219. S2CID 579475.

lifl.fr

Kubera, Yoann; Mathieu, Philippe; Picault, Sébastien (2010), "Everything can be Agent!" (PDF), Proceedings of the Ninth International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS'2010): 1547–1548

marl-book.com

Stefano V. Albrecht, Filippos Christianos, Lukas Schäfer. Multi-Agent Reinforcement Learning: Foundations and Modern Approaches. MIT Press, 2024. https://www.marl-book.com/

masfoundations.org

Yoav Shoham, Kevin Leyton-Brown. Multiagent Systems: Algorithmic, Game-Theoretic, and Logical Foundations. Cambridge University Press, 2009. http://www.masfoundations.org/

massivesoftware.com

"Film showcase". MASSIVE. Retrieved April 28, 2012.

neurips.cc

proceedings.neurips.cc

Li, Guohao (2023). "Camel: Communicative agents for "mind" exploration of large language model society" (PDF). Advances in Neural Information Processing Systems. 36: 51991–52008. arXiv:2303.17760. S2CID 257900712.

newscientist.com

"AI can predict your future behaviour with powerful new simulations". New Scientist.

norceresearch.no

"Center for Modeling Social Systems - Norce". NORCE Norwegian Research Centre. Retrieved April 13, 2025.

omg.org

"OMG Document – orbos/97-10-05 (Update of Revised MAF Submission)". www.omg.org. Retrieved February 19, 2019.

psu.edu

citeseerx.ist.psu.edu

Rogers, Alex; David, E.; Schiff, J.; Jennings, N.R. (2007). "The Effects of Proxy Bidding and Minimum Bid Increments within eBay Auctions". ACM Transactions on the Web. 1 (2): 9–es. CiteSeerX 10.1.1.65.4539. doi:10.1145/1255438.1255441. S2CID 207163424. Archived from the original on April 2, 2010. Retrieved March 18, 2008.
Weyns, Danny; Omicini, Amdrea; Odell, James (2007). "Environment as a first-class abstraction in multiagent systems". Autonomous Agents and Multi-Agent Systems. 14 (1): 5–30. CiteSeerX 10.1.1.154.4480. doi:10.1007/s10458-006-0012-0. S2CID 13347050.
Panait, Liviu; Luke, Sean (2005). "Cooperative Multi-Agent Learning: The State of the Art" (PDF). Autonomous Agents and Multi-Agent Systems. 11 (3): 387–434. CiteSeerX 10.1.1.307.6671. doi:10.1007/s10458-005-2631-2. S2CID 19706.
Máhr, T. S.; Srour, J.; De Weerdt, M.; Zuidwijk, R. (2010). "Can agents measure up? A comparative study of an agent-based and on-line optimization approach for a drayage problem with uncertainty". Transportation Research Part C: Emerging Technologies. 18 (1): 99–119. Bibcode:2010TRPC...18...99M. CiteSeerX 10.1.1.153.770. doi:10.1016/j.trc.2009.04.018.

researchgate.net

Niazi, Muaz; Hussain, Amir (2011). "Agent-based Computing from Multi-agent Systems to Agent-Based Models: A Visual Survey" (PDF). Scientometrics. 89 (2): 479–499. arXiv:1708.05872. doi:10.1007/s11192-011-0468-9. hdl:1893/3378. S2CID 17934527.
Ahmed, Salman; Karsiti, Mohd N.; Agustiawan, Herman (2007). "A development framework for collaborative robots using feedback control". Retrieved January 8, 2024.
Kazemi, Hamidreza; Liasi, Sahand; Sheikh-El-Eslami, Mohammadkazem (November 2018). "Generation Expansion Planning Considering Investment Dynamic of Market Participants Using Multi-agent System". 2018 Smart Grid Conference (SGC). pp. 1–6. doi:10.1109/SGC.2018.8777904. ISBN 978-1-7281-1138-4. Retrieved January 8, 2024.
Singh, Vijay; Samuel, Paulson (June 6, 2017). "Distributed Multi -Agent System Based Load Frequency Control for Multi- Area Power System in Smart Grid". IEEE Transactions on Industrial Electronics. 64 (6): 5151–5160. doi:10.1109/TIE.2017.2668983. Retrieved January 8, 2024.
Hallerbach, S.; Xia, Y.; Eberle, U.; Koester, F. (2018). "Simulation-Based Identification of Critical Scenarios for Cooperative and Automated Vehicles". SAE International Journal of Connected and Automated Vehicles. 1 (2). SAE International: 93. doi:10.4271/2018-01-1066.

semanticscholar.org

api.semanticscholar.org

Li, Guohao (2023). "Camel: Communicative agents for "mind" exploration of large language model society" (PDF). Advances in Neural Information Processing Systems. 36: 51991–52008. arXiv:2303.17760. S2CID 257900712.
Niazi, Muaz; Hussain, Amir (2011). "Agent-based Computing from Multi-agent Systems to Agent-Based Models: A Visual Survey" (PDF). Scientometrics. 89 (2): 479–499. arXiv:1708.05872. doi:10.1007/s11192-011-0468-9. hdl:1893/3378. S2CID 17934527.
Rogers, Alex; David, E.; Schiff, J.; Jennings, N.R. (2007). "The Effects of Proxy Bidding and Minimum Bid Increments within eBay Auctions". ACM Transactions on the Web. 1 (2): 9–es. CiteSeerX 10.1.1.65.4539. doi:10.1145/1255438.1255441. S2CID 207163424. Archived from the original on April 2, 2010. Retrieved March 18, 2008.
Hu, Junyan; Bhowmick, Parijat; Lanzon, Alexander (2020). "Distributed Adaptive Time-Varying Group Formation Tracking for Multiagent Systems With Multiple Leaders on Directed Graphs". IEEE Transactions on Control of Network Systems. 7: 140–150. doi:10.1109/TCNS.2019.2913619. S2CID 149609966.
Weyns, Danny; Omicini, Amdrea; Odell, James (2007). "Environment as a first-class abstraction in multiagent systems". Autonomous Agents and Multi-Agent Systems. 14 (1): 5–30. CiteSeerX 10.1.1.154.4480. doi:10.1007/s10458-006-0012-0. S2CID 13347050.
Panait, Liviu; Luke, Sean (2005). "Cooperative Multi-Agent Learning: The State of the Art" (PDF). Autonomous Agents and Multi-Agent Systems. 11 (3): 387–434. CiteSeerX 10.1.1.307.6671. doi:10.1007/s10458-005-2631-2. S2CID 19706.
Cucker, Felipe; Steve Smale (2007). "The Mathematics of Emergence" (PDF). Japanese Journal of Mathematics. 2: 197–227. doi:10.1007/s11537-007-0647-x. S2CID 2637067. Retrieved June 9, 2008.
Shen, Jackie (Jianhong) (2008). "Cucker–Smale Flocking under Hierarchical Leadership". SIAM J. Appl. Math. 68 (3): 694–719. arXiv:q-bio/0610048. doi:10.1137/060673254. S2CID 14655317. Retrieved June 9, 2008.
Ahmed, S.; Karsiti, M.N. (2007), "A testbed for control schemes using multi agent nonholonomic robots", 2007 IEEE International Conference on Electro/Information Technology, p. 459, doi:10.1109/EIT.2007.4374547, ISBN 978-1-4244-0940-2, S2CID 2734931
Yang, Lidong; Li, Zhang (2021). "Motion control in magnetic microrobotics: From individual and multiple robots to swarms". Annual Review of Control, Robotics, and Autonomous Systems. 4: 509–534. doi:10.1146/annurev-control-032720-104318. S2CID 228892228.
Leitao, Paulo; Karnouskos, Stamatis; Ribeiro, Luis; Lee, Jay; Strasser, Thomas; Colombo, Armando W. (2016). "Smart Agents in Industrial Cyber–Physical Systems". Proceedings of the IEEE. 104 (5): 1086–1101. doi:10.1109/JPROC.2016.2521931. hdl:10198/15438. ISSN 0018-9219. S2CID 579475.

soton.ac.uk

eprints.ecs.soton.ac.uk

Rogers, Alex; David, E.; Schiff, J.; Jennings, N.R. (2007). "The Effects of Proxy Bidding and Minimum Bid Increments within eBay Auctions". ACM Transactions on the Web. 1 (2): 9–es. CiteSeerX 10.1.1.65.4539. doi:10.1145/1255438.1255441. S2CID 207163424. Archived from the original on April 2, 2010. Retrieved March 18, 2008.

surrey.ac.uk

jasss.soc.surrey.ac.uk

Sun, Ron; Naveh, Isaac (June 30, 2004). "Simulating Organizational Decision-Making Using a Cognitively Realistic Agent Model". Journal of Artificial Societies and Social Simulation.

cress.soc.surrey.ac.uk

"Centre for Research in Social Simulation – A multidisciplinary centre bringing together the social sciences and agent-based modelling to promote and support the use of social simulation in research in the human sciences". Retrieved April 13, 2025.

theatlantic.com

Madrigal, Story by Alexis C. "Inside Waymo's Secret World for Training Self-Driving Cars". The Atlantic. Retrieved August 14, 2020.

uchicago.edu

ttic.uchicago.edu

Cucker, Felipe; Steve Smale (2007). "The Mathematics of Emergence" (PDF). Japanese Journal of Mathematics. 2: 197–227. doi:10.1007/s11537-007-0647-x. S2CID 2637067. Retrieved June 9, 2008.

umass.edu

mas.cs.umass.edu

"The Multi-Agent Systems Lab". University of Massachusetts Amherst. Retrieved October 16, 2009.

utexas.edu

cs.utexas.edu

Albrecht, Stefano; Stone, Peter (2017), "Multiagent Learning: Foundations and Recent Trends. Tutorial", IJCAI-17 conference (PDF)

utp.edu.my

eprints.utp.edu.my

Ahmed, S.; Karsiti, M.N. (2007), "A testbed for control schemes using multi agent nonholonomic robots", 2007 IEEE International Conference on Electro/Information Technology, p. 459, doi:10.1109/EIT.2007.4374547, ISBN 978-1-4244-0940-2, S2CID 2734931

web.archive.org

Rogers, Alex; David, E.; Schiff, J.; Jennings, N.R. (2007). "The Effects of Proxy Bidding and Minimum Bid Increments within eBay Auctions". ACM Transactions on the Web. 1 (2): 9–es. CiteSeerX 10.1.1.65.4539. doi:10.1145/1255438.1255441. S2CID 207163424. Archived from the original on April 2, 2010. Retrieved March 18, 2008.
Schurr, Nathan; Marecki, Janusz; Tambe, Milind; Scerri, Paul; Kasinadhuni, Nikhil; Lewis, J.P. (2005). "The Future of Disaster Response: Humans Working with Multiagent Teams using DEFACTO". Archived (PDF) from the original on June 3, 2013. Retrieved January 8, 2024.

wiomax.com

Xiao-Feng Xie, S. Smith, G. Barlow. Schedule-driven coordination for real-time traffic network control. International Conference on Automated Planning and Scheduling (ICAPS), São Paulo, Brazil, 2012: 323–331.

worldcat.org

search.worldcat.org

Leitão, Paulo; Karnouskos, Stamatis (March 26, 2015). Industrial agents : emerging applications of software agents in industry. Leitão, Paulo,, Karnouskos, Stamatis. Amsterdam, Netherlands. ISBN 978-0128003411. OCLC 905853947.{{cite book}}: CS1 maint: location missing publisher (link)
Leitao, Paulo; Karnouskos, Stamatis; Ribeiro, Luis; Lee, Jay; Strasser, Thomas; Colombo, Armando W. (2016). "Smart Agents in Industrial Cyber–Physical Systems". Proceedings of the IEEE. 104 (5): 1086–1101. doi:10.1109/JPROC.2016.2521931. hdl:10198/15438. ISSN 0018-9219. S2CID 579475.
Gong, Xiaoqian; Herty, Michael; Piccoli, Benedetto; Visconti, Giuseppe (May 3, 2023). "Crowd Dynamics: Modeling and Control of Multiagent Systems". Annual Review of Control, Robotics, and Autonomous Systems. 6 (1): 261–282. doi:10.1146/annurev-control-060822-123629. ISSN 2573-5144.