Abstract
Multi Robot Systems are, nowadays, an important research area within Robotics and Artificial Intelligence. Although Multi Robot Systems can be regarded as a particular case of Multi Agent Systems, it seems appropriate to study the Multi Robot Systems from a specific viewpoint, because of the issues which arise from the embodiment of agents operating in real environments. In this paper, we present an analysis of Multi Robot Systems by looking at their cooperative aspects. In particular, we propose a taxonomy of Multi Robot Systems and a characterization of reactive and social deliberative behaviors of the Multi Robot System as a whole. Finally, we address some Multi Robot Systems, which we consider representative of the various nodes in our taxonomy.
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R. C. Arkin. Cooperation without communication: Multiagent schema-based robot navigation. Journal of Robotic Systems, 9(3), 1992.
R. C. Arkin and G. A. Bekey. Robot Colonies. Kluwer Academic Publishers, 1997.
M. Asada. The RoboCup physical agent challenge: Goals and protocols for Phase-I. In H. Kitano, editor, RoboCup-97: Robot Soccer World Cup I, 1998.
T. Balch. The impact of diversity on performance in multi-robot foraging. In Proc. of Agents’ 99, 1999.
T. Balch. Hierarchic social entropy: an information theoretic measure of robot team diversity. Autonomous Robots, 8(3), 2000.
T. Balch and M. Hybinette. Social potentials for scalable multirobot formations. In Proc. of IEEE International Conference on Robotics and Automation (ICRA-2000), 2000.
A. Bredenfeld and H. U. Kobialka. Team cooperation using dual dynamics. In M. Hannebauer, J. Wendler, and E. Pagello, editors, Balancing Reactivity and Social Deliberation in Multi-agent Systems (this volume), pages 111–124. Springer, 2001.
Rodney A. Brooks. A robust layered control system for a mobile robot. IEEE Journal of Robotics and Automation, RA-2(1), 1986.
Y. Uny Cao, A. Fukunaga, and A. Kahng. Cooperative mobile robotics: Antecedents and directions. Autonomous Robots, 4:1–23, 1997.
S. Carpin, C. Ferrari, E. Pagello, and P. Patuelli. Bridging deliberation and reactivity in cooperative multi-robot systems through map focus. In M. Hannebauer, J. Wendler, and E. Pagello, editors, Balancing Reactivity and Social Deliberation in Multi-agent Systems (this volume), pages 35–52. Springer, 2001.
C. Castelpietra, L. Iocchi, D. Nardi, M. Piaggio, A. Scalzo, and A. Sgorbissa. Coordination among heterogenous robotic soccer players. In Proc. of International Conference on Intelligent Robots and Systems (IROS’2000), 2000.
F. Chantemargue and B. Hirsbrunner. A collective robotics application based on emergence and self-organization. In Proc. of Fifth International Conference for Young Computer Scientists (ICYCS’99), 1999.
S. Coradeschi, L. Karlsson, P. Stone, T. Balch, G. Kraetzschmar, and M. Asada. Overview of RoboCup-99. AI Magazine, 1999.
D. Dudek, M. Jenkin, E. Milios, and D. Wilkes. A taxonomy for multi-agent robotics. Autonomous Robots, 3(4):375–397, 1996.
J. Ferber. Multi-Agent Systems. Addison-Wesley, 1999.
M. Ferraresso, C. Ferrari, E. Pagello, R. Polesel, R. Rosati, A. Speranzon, and W. Zanette. Collaborative emergent actions between real soccer robots. In RoboCup-2000: Robot Soccer World Cup IV, 2000.
Erann Gat. Integrating planning and reacting in a heterogeneous asynchronous architecture for controlling real-world mobile robots. In Proceedings of the Tenth National Conference on Artificial Intelligence (AAAI’92), 1992.
M. Georgeff and A. Lansky. Reactive reasoning and planning. In Proceedings of the Sixth National Conference on Artificial Intelligence (AAAI’87), 1987.
J.-S. Gutmann, T. Weigel, and B. Nebel. Fast, accurate, and robust self-localization in the robocup environment. In RoboCup-99: Robot Soccer World Cup III, 1999.
D. Guzzoni, A. Cheyer, L. Julia, and K. Konolige. Many robots make short work. AI Magazine, 1997.
M. Hannebauer, J. Wendler, P. Gugenberger, and H. Burkhard. Emergent cooperation in a virtual soccer environment. In Proc. of DARS-98, 1998.
L. Hugues. Grounded representations for a robots team. In Proc. of the 2000 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2000.
M. Jenkin and G. Dudek. The paparazzi problem. In Proc. of International Conference on Intelligent Robots and Systems (IROS’2000), 2000.
David Jung and Alexander Zelinsky. Grounded symbolic communication between heterogeneous cooperating robots. Autonomous Robots, 8(3):269–292, 2000.
H. Kitano. Robocup rescue: A grand challenge for multi-agent systems. In Proc. of ICMAS 2000, 2000.
H. Kitano, M. Asada, Y. Kuniyoshi, I. Noda, E. Osawa, and H. Matsubara. Robocup: A challenge problem for ai and robotics. In Lecture Note in Artificial Intelligence, volume 1395, pages 1–19. Springer Verlag, 1998.
H. Kitano, E. Pagello, and M. Veloso, editors. RoboCup-99: Robot Soccer World Cup III. Springer-Verlag, 1999.
C. Ronald Kube and E. Bonabeau. Cooperative transport by ants and robots. Robotics and Autonomous Systems, 30(1):85–101, 2000.
M. Lawther and J. Dalgliesh. Unsw united. In RoboCup-99: Robot Soccer World Cup III, 1999.
J. Malek. On augmenting reactivity with deliberation in a controlled manner. In M. Hannebauer, J. Wendler, and E. Pagello, editors, Balancing Reactivity and Social Deliberation in Multi-agent Systems (this volume), pages 76–91. Springer, 2001.
M. Mataric. Interaction and Intelligent Behavior. PhD thesis, MIT, 1994.
Maja J. Mataric. Learning social behavior. Robotics and Autonomous Systems, 20:191–204, 1997.
Maja J. Mataric. Behavior-based robotics. In Robert A. Wilson and Frank C. Keil, editors, MIT Encyclopedia of Cognitive Sciences, pages 74–77. MIT Press, 1999.
V. K. Mavromichalis and G. Vouros. Balancing between reactivity and deliberation in the ICAgent framework. In M. Hannebauer, J. Wendler, and E. Pagello, editors, Balancing Reactivity and Social Deliberation in Multi-agent Systems (this volume), pages 53–75. Springer, 2001.
F. Montesello, A. D’Angelo, C. Ferrari, and E. Pagello. Implicit coordination in a multi-agent system using a behavior-based approach. In Proc. of DARS-98, 1998.
D. Nardi, C. Castelpietra, A. Guidotti, M. Salerno, and C. Sanitati. S.P.Q.R. In RoboCup-2000: Robot Soccer World Cup IV. Springer-Verlag, 2000.
B. Nebel, J. S. Gutmann, and W. Hatzack. CS Freiburg’ 99. In RoboCup-99: Robot Soccer World Cup III, 1999.
N. J. Nilsson. Shakey the robot. Technical Report 323, SRI Artificial Intelligence Center, 1984.
Fabrice R. Noreils. Toward a robot architecture integrating cooperation between mobile robots: Application to indoor environment. International Journal of Robotics Research, 12(1):79–98, 1993.
Lynne E. Parker. ALLIANCE: An architecture for fault tolerant multirobot cooperation. IEEE Transactions on Robotics and Automation, 14(2):220–240, 1998.
Lynne E. Parker. Cooperative robotics for multi-target observation. Intelligent Automation and Soft Computing, 5(19), 1999.
Lynne E. Parker. Lifelong adaption in heterogeneous multi-robot teams: Response to continual variation in individual robot performance. Autonomous Robots, 8(3):239–267, 2000.
S. Behnke and R. Rojas. A hierarchy of reactive behaviors handles complexity. In M. Hannebauer, J. Wendler, and E. Pagello, editors, Balancing Reactivity and Social Deliberation in Multi-agent Systems (this volume), pages 125–136. Springer, 2001.
A. Saffiotti, N.B. Zumel, and E.H. Ruspini. Multi-robot team coordination using desirabilities. In Proc of the 6th Intl Conf on Inteligent Autonomous Systems (IAS), pages 107–114, Venice, Italy, 2000.
R. Simmons, D. Apfelbaum, D. Fox, R. P. Goldman, K. Z. Haigh, D. J. Musliner, M. Pelican, and S. Thrun. Coordinated deployment of multiple, heterogeneous robots. In Proc. of International Conference on Intelligent Robots and Systems (IROS’2000), 2000.
P. Stone. Layered Learning in Multiagent Systems. MIT Press, 2000.
C. F. Touzet. Robot awareness in cooperative mobile robot learning. Autonomous Robots, 2, 2000.
M. Veloso, S. Lenser, E. Winner, and J. Bruce. Cm-trio-99. In RoboCup-99: Robot Soccer World Cup III, 1999.
M. Veloso and P. Stone. Individual and collaborative behaviors in a team of homogeneous robotic soccer agents. In Proceedings of the Third International Conference on Multi-Agent Systems, 1998.
B. B. Werger and M. J. Mataric. Broadcast of local eligibility for multi-target observation. In Proc. of DARS, 2000.
K. Yokota, K. Ozaki, N. Watanabe, A. Matsumoto, D. Koyama, T. Ishikawa, K. Kawabata, H. Kaetsu, and H. Asama. Uttori united: Cooperative team play based on communication. In RoboCup-98: Robot Soccer World Cup II, 1998.
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Iocchi, L., Nardi, D., Salerno, M. (2001). Reactivity and Deliberation: A Survey on Multi-Robot Systems. In: Balancing Reactivity and Social Deliberation in Multi-Agent Systems. BRSDMAS 2000. Lecture Notes in Computer Science(), vol 2103. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-44568-4_2
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DOI: https://doi.org/10.1007/3-540-44568-4_2
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