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Machines as Teammates: A Research Agenda on AI in Team Collaboration

Isabella Seeber, Eva Bittner, Robert O. Briggs, Triparna de Vreede, Gert-Jan de Vreede, Aaron Elkins, Ronald Maier, Alexander Merz, Sarah Oeste-Reiß, Nils Randrup, Gerhard Schwabe, Matthias Söllner
<span title="">2019</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/achklm6s2rdkzlefw6cenfgf6i" style="color: black;">Information &amp; Management</a> </i> &nbsp;
This paper reports on an international initiative by 65 collaboration scientists to develop a research agenda for exploring the potential risks and benefits of machines as teammates (MaT).  ...  A subteam of 12 converged them to a research agenda comprising three design areas -Machine artifact, Collaboration, and Institutionand 17 dualitiessignificant effects with the potential for benefit or  ...  2017-2022: K208 "Collaborative Interactive Learning".  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.im.2019.103174">doi:10.1016/j.im.2019.103174</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cewgcimqibcxnjczl3cm7ls62q">fatcat:cewgcimqibcxnjczl3cm7ls62q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200305182152/https://www.alexandria.unisg.ch/257753/1/JML_745.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3c/8b/3c8b05ae82339710dc6e16d527d0990255c6942d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.im.2019.103174"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Machines as Teammates: A Collaboration Research Agenda

Isabella Seeber, Eva Bittner, Robert O. Briggs, Gert-Jan de Vreede, Triparna de Vreede, Doug Druckenmiller, Ronald Maier, Alexander B. Merz, Sarah Oeste-Reiß, Nils Randrup, Gerhard Schwabe, Matthias Söllner
<span title="">2018</span> <i title="Hawaii International Conference on System Sciences"> Proceedings of the 51st Hawaii International Conference on System Sciences </i> &nbsp; <span class="release-stage">unpublished</span>
In this paper, we take a long view on the implications of smart technology for collaboration process design, and propose a research agenda for the next decade of collaboration research.  ...  We create a reference model to frame the research agenda.  ...  Acknowledgements We thank our research colleagues Daniel Mittelman and Xusen Cheng for their critical feedback. The research was partially funded by the Austrian Science Foundation (FWF): P 29765  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24251/hicss.2018.055">doi:10.24251/hicss.2018.055</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nvu6yzbb65dd7hdenazrfcwy2a">fatcat:nvu6yzbb65dd7hdenazrfcwy2a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720032805/http://aisel.aisnet.org/cgi/viewcontent.cgi?article=1057&amp;context=hicss-51" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/78/be/78be3133889a6819af593d874f8ab01d0f200dda.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24251/hicss.2018.055"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Hybrid intelligence in hospitals: towards a research agenda for collaboration

Milad Mirbabaie, Stefan Stieglitz, Nicholas R. J. Frick
<span title="2021-03-20">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/j5l7ggkzcrfplkqegschgzqus4" style="color: black;">Electronic Markets</a> </i> &nbsp;
The results are helpful for researchers as we discuss directions for future research on CAs for collaboration in a hospital setting enhancing team performance.  ...  While there is a great deal of literature involving collaboration, little effort has been made to integrate previous findings and evaluate research when applying CAs in hospitals.  ...  To guide researchers' efforts, we outline an agenda explaining where future research of CAs and collaboration within hospitals seems promising.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s12525-021-00457-4">doi:10.1007/s12525-021-00457-4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vwwatvrfkfh3zbqea5podu3kai">fatcat:vwwatvrfkfh3zbqea5podu3kai</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210718074245/https://link.springer.com/content/pdf/10.1007/s12525-021-00457-4.pdf?error=cookies_not_supported&amp;code=22c42836-6bf7-4bf5-acf2-41d7839358c4" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8e/b6/8eb6c944e1230b8a70054865246fc2b24e7b2331.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s12525-021-00457-4"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

Machines as teammates: A research agenda on AI in team collaboration

Isabella Seeber, Eva Bittner, Robert O. Briggs, Triparna De Vreede, Gert-Jan De Vreede, Aaron Elkins, Ronald Maier, Alexander B. Merz, Sarah Oeste-Reiß, Nils Randrup, Gerhard Schwabe, Matthias Söllner
<span title="2019-06-28">2019</span>
This paper reports on an international initiative by 65 collaboration scientists to develop a research agenda for exploring the potential risks and benefits of machines as teammates (MaT).  ...  This paper reports on an international initiative by 65 collaboration scientists to develop a research agenda for exploring the potential risks and benefits of machines as teammates (MaT).  ...  2017-2022: K208 "Collaborative Interactive Learning".  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5167/uzh-173358">doi:10.5167/uzh-173358</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/w633ly6ygve7tjjwlyzhzrltom">fatcat:w633ly6ygve7tjjwlyzhzrltom</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200218081021/https://www.zora.uzh.ch/id/eprint/173358/1/Seeber%20et%20al.%202019%20-%20I%26M%20Machines%20as%20Teammates%20-%20In%20press.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b1/57/b15785743ddd5ecf45ad9996442f5b1d0489e471.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5167/uzh-173358"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Machines as teammates: A research agenda on AI in team collaboration

Isabella Seeber, Eva Bittner, Robert O. Briggs, Triparna De Vreede, Gert-Jan De Vreede, Aaron Elkins, Ronald Maier, Alexander Benedikt Merz, Sarah Oeste-Reiß, Nils Randrup, Gerhard Schwabe, Matthias Söllner (+1 others)
<span title="2020-11-09">2020</span>
This paper reports on an international initiative by 65 collaboration scientists to develop a research agenda for exploring the potential risks and benefits of machines as teammates (MaT).  ...  A subteam of 12 converged them to a research agenda comprising three design areas -Machine artifact, Collaboration, and Institution -and 17 dualities -significant effects with the potential for benefit  ...  2017-2022: K208 "Collaborative Interactive Learning".  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17170/kobra-202011042075">doi:10.17170/kobra-202011042075</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fsv4tk4aendohm36zpsslcjizq">fatcat:fsv4tk4aendohm36zpsslcjizq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201110025433/https://kobra.uni-kassel.de/bitstream/handle/123456789/11939/1_s2_0_S0378720619303337_main.pdf;jsessionid=EA99D795959B1D99BCBE1931F4AB99DD?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/00/9a/009a25bcc15461724f14d3ee9a3919aa30e92bfa.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17170/kobra-202011042075"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Introduction to the Minitrack on Collaboration with Intelligent Systems: Machines as Teammates

Douglas Derrick, Isabella Seeber, Joel Elson, Lena Waizenegger
<span title="">2021</span> <i title="Hawaii International Conference on System Sciences"> Proceedings of the 54th Hawaii International Conference on System Sciences </i> &nbsp; <span class="release-stage">unpublished</span>
Technological advancements, including advances in artificial intelligence on multiple fronts, allow humans to work with machines as teammates.  ...  It is focused on the intersection of human-machine collaboration. Specifically, this mini-track focuses on:  ...  In the fourth paper, "Human-AI Collaboration in Healthcare: A Review and Research Agenda," the authors conduct a literature review on human-AI collaboration in the healthcare space to identify research  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24251/hicss.2021.042">doi:10.24251/hicss.2021.042</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3kqo7yk4xrechpsul3n6jrciki">fatcat:3kqo7yk4xrechpsul3n6jrciki</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210715084506/https://aisel.aisnet.org/cgi/viewcontent.cgi?article=1027&amp;context=hicss-54" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f2/e8/f2e8d8721655e36d30e5ef9aac5700255c094004.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24251/hicss.2021.042"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Human-AI Collaboration in Healthcare: A Review and Research Agenda

Yi Lai, Atreyi Kankanhalli, Desmond Ong
<span title="">2021</span> <i title="Hawaii International Conference on System Sciences"> Proceedings of the 54th Hawaii International Conference on System Sciences </i> &nbsp; <span class="release-stage">unpublished</span>
While there is a growing number of studies on the topic, they are in disparate fields, and we lack a summary understanding of this research.  ...  To address this issue, this study conducts a literature review to examine prior research, identify gaps, and propose future research directions.  ...  Finally, Seeber and colleagues [23] surveyed 65 collaboration researchers and developed a research agenda for team collaboration with AI, comprising three design areas, i.e., machine artifact design,  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24251/hicss.2021.046">doi:10.24251/hicss.2021.046</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pxg6imlvtngwpat77heouhv6ry">fatcat:pxg6imlvtngwpat77heouhv6ry</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210217190601/https://scholarspace.manoa.hawaii.edu/bitstream/10125/70657/1/0039.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a3/ad/a3addd61082ac7093d9cdc520c8a9ee720c6a374.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24251/hicss.2021.046"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Collaborative virtual training with physical and communicative autonomous agents

Thomas Lopez, Pierre Chevaillier, Valérie Gouranton, Paul Evrard, Florian Nouviale, Mukesh Barange, Rozenn Bouville, Bruno Arnaldi
<span title="">2014</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4uxxzgthzfhj3msheir6x5r3ry" style="color: black;">Computer Animation and Virtual Worlds</a> </i> &nbsp;
First, we define a new collaborative model of interaction. This model notably allows to abstract the real or virtual nature of a teammate.  ...  Virtual agents are a real asset in Collaborative Virtual Environment for Training (CVET) as they can replace missing team members.  ...  Acknowledgements This work was supported by the French Research National Agency project named CORVETTE (ANR-10-CONTINT-CORD-012) and by the French Unique Interdepartmental Funds SIFORAS (FUI 11).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/cav.1583">doi:10.1002/cav.1583</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vziwbtphrjbn3lhwbvaqvkygxe">fatcat:vziwbtphrjbn3lhwbvaqvkygxe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20161225030334/https://hal.archives-ouvertes.fr/hal-01003212/document" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/db/76/db764267d02e555f1f29dfa92a3745b6de360576.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/cav.1583"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> wiley.com </button> </a>

Do's and Don'ts for Human and Digital Worker Integration [article]

Vinod Muthusamy, Merve Unuvar, Hagen Völzer, Justin D. Weisz
<span title="2020-10-15">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this position paper, we argue for a broader view that incorporates the potential for multiple levels of autonomy and human involvement, as well as a wider range of metrics beyond productivity when integrating  ...  What is an appropriate division of labor between humans and machines? How should combined human-AI teams be evaluated?  ...  [11] , who surveyed 65 collaboration researchers to develop a research agenda for exploring the potential risks and benefits of AI technologies in team collaborations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2010.07738v1">arXiv:2010.07738v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hkpeuk6utjejtlgd54iko23g7u">fatcat:hkpeuk6utjejtlgd54iko23g7u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201023231733/https://arxiv.org/pdf/2010.07738v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/40/97/4097824c99c00e14789e4bd5e47403389ace88eb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2010.07738v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Collaborative Interactive Learning -- A clarification of terms and a differentiation from other research fields [article]

Tom Hanika, Marek Herde, Jochen Kuhn, Jan Marco Leimeister, Paul Lukowicz, Sarah Oeste-Reiß, Albrecht Schmidt, Bernhard Sick, Gerd Stumme, Sven Tomforde, Katharina Anna Zweig
<span title="2019-05-16">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
some terms such as information, knowledge, and experience in the context of CIL and to differentiate CIL from recent and ongoing research in related fields such as active learning, collaborative learning  ...  The field of collaborative interactive learning (CIL) aims at developing and investigating the technological foundations for a new generation of smart systems that support humans in their everyday life  ...  collaborative work practices for enhancing human learning [49, 48] , enriching the body of collaboration engineering methodologies by defining a research agenda when teammates are not human [58] , developing  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1905.07264v1">arXiv:1905.07264v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iu26nlt5zfglxm66hqokhl4l7u">fatcat:iu26nlt5zfglxm66hqokhl4l7u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200910193756/https://arxiv.org/pdf/1905.07264v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ec/ca/ecca7aae29c5ea8af0778ed5a64a63b88fbb78ae.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1905.07264v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Multiagent learning is not the answer. It is the question

Peter Stone
<span title="">2007</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/weoplee4x5anpi62cco5v4higa" style="color: black;">Artificial Intelligence</a> </i> &nbsp;
does a great job of laying out the current state of the art and open issues at the intersection of game theory and artificial intelligence (AI).  ...  In this larger context, how (and perhaps whether) multiagent learning can be usefully applied in complex domains is still a large open question.  ...  To draw an example from my own research, soccer is undoubtedly a multiagent encounter.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.artint.2006.12.005">doi:10.1016/j.artint.2006.12.005</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/plnsuvihrbbclmbirvkgxfdwie">fatcat:plnsuvihrbbclmbirvkgxfdwie</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170923230804/http://publisher-connector.core.ac.uk/resourcesync/data/elsevier/pdf/093/aHR0cDovL2FwaS5lbHNldmllci5jb20vY29udGVudC9hcnRpY2xlL3BpaS9zMDAwNDM3MDIwNzAwMDAyMQ%3D%3D.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/af/d2/afd268014b061a2ce4faa495fa6793e39040fcca.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.artint.2006.12.005"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Engineering Human–Machine Teams for Trusted Collaboration

Basel Alhaji, Janine Beecken, Rüdiger Ehlers, Jan Gertheiss, Felix Merz, Jörg P. Müller, Michael Prilla, Andreas Rausch, Andreas Reinhardt, Delphine Reinhardt, Christian Rembe, Niels-Ole Rohweder (+3 others)
<span title="2020-11-23">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tdvcddxjjzfavkwy267ww7wn5m" style="color: black;">Big Data and Cognitive Computing</a> </i> &nbsp;
This change becomes particularly apparent in domains where humans and machines collaboratively work on joint tasks or objects in teams, such as in industrial assembly or disassembly processes.  ...  While there is intensive research work on human–machine collaboration in different research disciplines, systematic and interdisciplinary approaches towards engineering systems that consist of or comprise  ...  Figure 4 illustrates the resulting research agenda.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/bdcc4040035">doi:10.3390/bdcc4040035</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uoanpxph5fbglo7sl3pytbkykm">fatcat:uoanpxph5fbglo7sl3pytbkykm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201126231415/https://res.mdpi.com/d_attachment/BDCC/BDCC-04-00035/article_deploy/BDCC-04-00035.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/af/3f/af3f72cc01944a7ae80ccc9554feb6257588be2c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/bdcc4040035"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Reports of the AAAI 2019 Spring Symposium Series

Ioana Baldini, Clark Barrett, Antonio Chella, Carlos Cinelli, David Gamez, Leilani Gilpin, Knut Hinkelmann, Dylan Holmes, Takashi Kido, Murat Kocaoglu, William Lawless, Alessio Lomuscio (+8 others)
<span title="2019-09-30">2019</span> <i title="Association for the Advancement of Artificial Intelligence (AAAI)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/27wksbinzzhjfow2wuy6m2iefm" style="color: black;">The AI Magazine</a> </i> &nbsp;
Artificial Intelligence and Language Technologies; Story-Enabled Intelligence; Towards Artificial Intelligence for Collaborative Open Science; Towards Conscious AI Systems; and Verification of Neural  ...  The titles of the nine symposia were Artificial Intelligence, Autonomous Machines, and Human Awareness: User Interventions, Intuition and Mutually Constructed Context; Beyond Curve Fitting — Causation,  ...  teammate when it easily could have.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1609/aimag.v40i3.5181">doi:10.1609/aimag.v40i3.5181</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/o6i6qvts25ccpm7nrw43tnwfeu">fatcat:o6i6qvts25ccpm7nrw43tnwfeu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220225215938/https://ojs.aaai.org/index.php/aimagazine/article/download/5181/5145" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e9/9f/e99f89a877846b1e4ddb7089367aaa7bfafc1ff0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1609/aimag.v40i3.5181"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Engineering Challenges Ahead for Robot Teamwork in Dynamic Environments

Kurt Geihs
<span title="2020-02-18">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/smrngspzhzce7dy6ofycrfxbim" style="color: black;">Applied Sciences</a> </i> &nbsp;
This leads us to open research questions that need to be tackled in future work.  ...  The increasing number of robots around us creates a demand for connecting these robots in order to achieve goal-driven teamwork in heterogeneous multi-robot systems.  ...  Networks, as well as the constructive comments by the anonymous reviewers.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app10041368">doi:10.3390/app10041368</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fsgehzmvmnexnc5fhyyia2zawe">fatcat:fsgehzmvmnexnc5fhyyia2zawe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200219101922/https://res.mdpi.com/d_attachment/applsci/applsci-10-01368/article_deploy/applsci-10-01368.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0b/7d/0b7df5f99bbd93b98640156838220b5152665b25.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app10041368"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Transitioning to human interaction with AI systems: New challenges and opportunities for HCI professionals to enable human-centered AI [article]

Wei Xu, Marvin J. Dainoff, Liezhong Ge, Zaifeng Gao
<span title="2022-01-08">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We conducted a high-level literature review and a holistic analysis of current work in developing AI systems from an HCI perspective.  ...  teammates for collaboration.  ...  works as an assistive tool • No collaboration between humans and machines . • The intelligent agents of AI systems may be developed to work as teammates with humans to form human-AI collaborative relationships  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2105.05424v3">arXiv:2105.05424v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/g224uw7s7rhxfeyzhzb2pjsrpy">fatcat:g224uw7s7rhxfeyzhzb2pjsrpy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220112004010/https://arxiv.org/ftp/arxiv/papers/2105/2105.05424.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a1/5d/a15def850a6a9d0e2f0e59bc0eff4d4be1ae78ee.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2105.05424v3" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>
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