Abstract
We investigate the possibility of observing cooperative behavior in simple, autonomous, and non-communicating robotic agents when performing a harvesting task in a multi-agent environment. We evaluate a method to enforce a reflex-like territorial behavior in order to optimize individual and collective utilities.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Arsie, A., Savla, K., Frazzoli, E.: Efficient Routing Algorithms for Multiple Vehicles With no Explicit Communications. IEEE Transactions on Automatic Control 54(10), 2302–2317 (2009)
Bonabeau, E., Dorigo, M., Theraulaz, G.: Swarm Intelligence. Oxforf University Press (1999)
Caianiello, P., Presutti, D.: A case study on goal-oriented obstacle avoidance. In: Proceedings of the 16th Workshop “From Objects to Agents”, pp. 142–145 (2015)
Hanyi, D.: Adaptive Control in Swarm Robotic Systems. The Hilltop Review 3(1), 54–67. Article 7 (2009)
Genesereth, M.R., Ginsberg, M.L., Rosenchein, J.S.: Cooperation without communication. In: Proceedings of AAAI 1986, pp. 51–57 (1986)
Lee, J.H., Ahn, C.W.: Improving energy efficiency in cooperative foraging swarm robots using behavioral model. In: IEEE Sixth International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA), pp. 39–44 (2011)
Savla, K., Frazzoli, E.: Game-theoretic learning algorithm for a spatial coverage problem. In: 47th Annual Allerton Conference on Communication, Control, and Computing, Allerton, pp. 984–990 (2009)
Stirling, W.: Intrinsic coordinatability of agent-based systems. In: Proceedings of the 11th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases, pp. 42–47 (2012)
Takadama, K., et al.: A reinforcement learning approach to fail-safe design for multiple space robots - cooperation mechanism without communication and negotiation schemes. Advanced Robotics 17(1), 21–39 (2003)
Tan, Y., Zengh, Z.: Reaserch advance in swarm robotics. Defence Technology 9(1), 18–39 (2013)
Tanemura, M., Hasegawa, H.: Geometrical models of territory I: Models for synchronous and asynchronous settlement of territories. Journal of Theoretical Biology 82, 477–496 (1980)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing Switzerland
About this paper
Cite this paper
Caianiello, P., De Gasperis, G., Presutti, D. (2016). The Territorial Perception in Cooperative Harvesting Without Communication. In: de la Prieta, F., et al. Trends in Practical Applications of Scalable Multi-Agent Systems, the PAAMS Collection. PAAMS 2016. Advances in Intelligent Systems and Computing, vol 473. Springer, Cham. https://doi.org/10.1007/978-3-319-40159-1_16
Download citation
DOI: https://doi.org/10.1007/978-3-319-40159-1_16
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-40158-4
Online ISBN: 978-3-319-40159-1
eBook Packages: EngineeringEngineering (R0)