Abstract
To become a part of a joint human-agent team, artificial agent are required to achieve joint goals with humans not only performing task for humans. This includes the ability to coordinate actions between team-members, which is e.g. addressed by Human-Aware Planning approaches. This work surveys available solutions regarding the special requirements identified for joint human-agent activities. In particular, the work concentrates on the requirement of interpredictability, which requires to include the course of actions of other team-members into the planning process of one’s own course of action.
Keywords
- Mobile Robot
- Planning Process
- MultiAgent System
- Human User
- Plan Execution
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
This is a preview of subscription content, access via your institution.
Buying options
Preview
Unable to display preview. Download preview PDF.
References
Ahrndt, S.: Improving human-aware planning. In: Klusch, M., Thimm, M., Paprzycki, M. (eds.) MATES 2013. LNCS, vol. 8076, pp. 400–403. Springer, Heidelberg (2013)
Ahrndt, S., Ebert, P., Fähndrich, J., Albayrak, S.: HPLAN: Facilitating the implementation of joint human-agent activities. In: Demazeau, Y., Zambonelli, F., Corchado, J.M., Bajo, J. (eds.) PAAMS 2014. LNCS, vol. 8473, pp. 1–12. Springer, Heidelberg (2014)
Alami, R., Clodic, A., Montreuil, V., Sisbot, E.A., Chatila, R.: Task planning for human-robot interaction. In: Bailly, G., Crowley, J.L., Privat, G. (eds.) Proc. of the sOc-EUSAI 2005, pp. 81–85. ACM, New York (2005)
Alili, S., Warnier, M., Ali, M., Alami, R.: Planning and plan-execution for human-robot cooperative task achievement. In: Proc. of the 19th ICAPS, pp. 1–6 (2009)
Allen, J., Ferguson, G.: Human-machine collaborative planning. In: Proceedings of the Third International NASA Workshop on Planning and Scheduling in Space, pp. 1–10 (2002)
Bradshaw, J.M., et al.: From tools to teammates: Joint activity in human-agent-robot teams. In: Kurosu, M. (ed.) HCD 2009. LNCS, vol. 5619, pp. 935–944. Springer, Heidelberg (2009), http://dx.doi.org/10.1007/978-3-642-02806-9_107
Burstein, M.H., McDermott, D.V.: Issues in the development of human-computer mixed-initiative planning systems. In: Gorayska, B., Meyer, J.L. (eds.) Cognitive Technology: In Search of a Humane Interface, ch. 17, pp. 285–304. Elsever Science B.V. (1996)
Cirillo, M., Karlsson, L., Saffiotti, A.: Human-aware task planning: An application to mobile robots. ACM Trans. Intell. Syst. Technol. 1(2), 1–26 (2010)
Cirillo, M.: Planning in Inhabited Environments: Human-Aware Task Planning and Activity Recognition. Ph.D. thesis, Örebro University (November 2010), http://www.publications.oru.se/4DCGI/dropacta?r=23850&t=t&id=510
Clark, H.H.: Using Language. Cambridge Univ. Press (1996)
Fähndrich, J., Ahrndt, S., Albayrak, S.: Self-explaining agents. Jurnal Teknologi (Science & Engineering) 63(3), 53–64 (2013)
Ghallab, M., Nau, D., Traverso, P.: Automated Planning: Theory & Practice. Morgan Kaufmann (2004)
Wooldridge, M.: An Introduction to Multi-Agent Systems, 2nd edn. Wiley Publishing (2009)
Jenkins, O.C., González, G., Loper, M.M.: Tracking human motion and actions for interactive robots. In: Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, HRI 2007, pp. 365–372. ACM, New York (2007), http://doi.acm.org/10.1145/1228716.1228765
Kephart, J.O., Chess, D.M.: The vision of autonomic computing. Computer 36(1), 41–50 (2003)
Kirsch, A., Kruse, T., Mösenlechner, L.: An integrated planning and learning framework for human-robot interaction. In: Proc. of the 19th ICAPS, pp. 1–6 (2009)
Kirsch, A., Kruse, T., Sisbot, E.A., et al.: Plan-based control of joint human-robot activities. KI – Künstliche Intelligenz 24(3), 223–231 (2010)
Klein, G., Feltovich, P.J., Bradshaw, J.M., Woods, D.D.: Common ground and coordination in joint activitiy. In: Rouse, W.B., Boff, K.R. (eds.) Organizational Simmulation, ch. 6, pp. 139–184. John Wiley & Sons (2005)
Klein, G., Woods, D.D., Bradshaw, J.M., Hoffmann, R.R., Feltovich, P.J.: Ten challenges for making automation a ‘team player’ in joint human-agent activity. Human-Centered Computing 19(6), 91–95 (2004)
Montreuil, V., Clodic, A., Alami, R.: Planning human centered robot activities. In: IEEE SMC, pp. 2618–2623 (2007)
Müller-Schloer, C., Schmeck, H., Ungerer, T. (eds.): Organic Computing – A Paradigm Shift for Complex Systems, vol. 1. Springer (2011)
Neef, M., van Rijn, M., Keus, D., Marck, J.-W.: Organizing smart networks and humans into augmented teams. In: Harris, D. (ed.) EPCE 2009. LNCS, vol. 5639, pp. 213–222. Springer, Heidelberg (2009)
Rosenthal, S., Biswas, J., Veloso, M.: An effective personal mobile robot agent through symbiotic human-robot interaction. In: Proceedings 9th Autonomous Agents and MultiAgent Systems (AAMAS), vol. 1, pp. 915–922 (May 2010)
Salvit, J., Sklar, E.: Modulating agent behavior using human personality type. In: Proceedings of the Workshop on Human-Agent Interaction Design and Models (HAIDM) at Autonomous Agents and MultiAgent Systems (AAMAS), pp. 145–160 (2012)
Simon, H.A.: The Sciences of the Artifical, 3rd edn. MIT Press (October 1996)
Sycara, K.P.: Multiagent systems. AI Magazine 19(2), 79–92 (1998), http://www.aaai.org/ojs/index.php/aimagazine/article/view/1370
Talamadupula, K., Kambhampti, S., Schermerhorn, P., Benton, J., Scheutz, M.: Planning in human-robot teaming. In: Proceedings of the 21th International Conference on Automated Planning and Scheduling (ICAPS 2011), pp. 82–89 (2011)
Wooldridge, M.: An Introduction to Multi-Agent Systems, 2nd edn. Wiley Publishing (2009)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this paper
Cite this paper
Ahrndt, S., Fähndrich, J., Albayrak, S. (2014). Human-Aware Planning: A Survey Related to Joint Human-Agent Activities. In: , et al. Trends in Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection. Advances in Intelligent Systems and Computing, vol 293. Springer, Cham. https://doi.org/10.1007/978-3-319-07476-4_12
Download citation
DOI: https://doi.org/10.1007/978-3-319-07476-4_12
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-07475-7
Online ISBN: 978-3-319-07476-4
eBook Packages: EngineeringEngineering (R0)