Distributed navigation in an unknown physical environment

作者: Arnon Gilboa , Amnon Meisels , Ariel Felner

DOI: 10.1145/1160633.1160735

关键词:

摘要: We address the problem of navigating from an initial node to a goal by group agents in unknown physical environment. In such environments mobile must physically move around discover existence nodes and edges. assume that communicate exchanging messages about their discoveries, current locations intended plans. also agent can only with predefined set neighboring agents. A distributed algorithm, which is run independently each agent, presented. Given knowledge environment positions intentions other agents, algorithm instructs where go next. An experimental evaluation presented, constrained liberal neighborhood schemes. Results show it more beneficial have scheme because this intelligent behavior generates spread throughout efficiently. Agents reach fast length path they find very close optimal path.

参考文章(11)
Gadi Solotorevsky, Ehud Gudes, Amnon Meisels, Modeling and solving distributed constraint satisfaction problems (DCSPs) principles and practice of constraint programming. pp. 561- 562 ,(1996) , 10.1007/3-540-61551-2_116
Peter Hart, Nils Nilsson, Bertram Raphael, A Formal Basis for the Heuristic Determination of Minimum Cost Paths IEEE Transactions on Systems Science and Cybernetics. ,vol. 4, pp. 100- 107 ,(1968) , 10.1109/TSSC.1968.300136
Richard E. Korf, Real-time heuristic search Artificial Intelligence. ,vol. 42, pp. 189- 211 ,(1990) , 10.1016/0004-3702(90)90054-4
Barry Boots, Kokichi Sugihara, Atsuyuki Okabe, Spatial Tessellations: Concepts and Applications of Voronoi Diagrams ,(1992)
Ariel Felner, Sarit Kraus, Roni Stern, Nathan Netanyahu, Asaph Ben-Yair, PHA*: finding the shortest path with A* in an unknown physical environment Journal of Artificial Intelligence Research. ,vol. 21, pp. 631- 670 ,(2004) , 10.1613/JAIR.1373
W. Burgard, M. Moors, C. Stachniss, F.E. Schneider, Coordinated multi-robot exploration IEEE Transactions on Robotics. ,vol. 21, pp. 376- 386 ,(2005) , 10.1109/TRO.2004.839232
Michael A. Bender, Antonio Fernández, Dana Ron, Amit Sahai, Salil Vadhan, The power of a pebble: exploring and mapping directed graphs symposium on the theory of computing. pp. 269- 278 ,(1998) , 10.1145/276698.276759
Makoto Yokoo, Katsutoshi Hirayama, Algorithms for Distributed Constraint Satisfaction: A Review Autonomous Agents and Multi-Agent Systems. ,vol. 3, pp. 185- 207 ,(2000) , 10.1023/A:1010078712316
M. Yokoo, E.H. Durfee, T. Ishida, K. Kuwabara, The distributed constraint satisfaction problem: formalization and algorithms IEEE Transactions on Knowledge and Data Engineering. ,vol. 10, pp. 673- 685 ,(1998) , 10.1109/69.729707
Maxim Likhachev, Sven Koenig, D*lite national conference on artificial intelligence. pp. 476- 483 ,(2002) , 10.5555/777092.777167