Abstract
My thesis is concerned with task allocation in multi-robot teams operating in dynamic environments. The key contribution of this work is the development of a distributed multi-robot task allocation auction that allocates clusters of tasks to robots over multiple bidding rounds. Empirical evaluation has shown this auction routine performs well in handling online task insertion and task reallocation upon robot failure.
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References
Dias, M.B., Zlot, R., Kalra, N., Stentz, A.: Market-based multirobot coordination: A survey and analysis. Proceedings of the IEEE 94(7), 1257–1270 (2006)
Heap, B., Pagnucco, M.: Sequential single-cluster auctions for robot task allocation. In: Wang, D., Reynolds, M. (eds.) AI 2011. LNCS, vol. 7106, pp. 412–421. Springer, Heidelberg (2011)
Heap, B., Pagnucco, M.: Analysis of cluster formation techniques for multi-robot task allocation using sequential single-cluster auctions. In: Thielscher, M., Zhang, D. (eds.) AI 2012. LNCS, vol. 7691, pp. 839–850. Springer, Heidelberg (2012)
Heap, B., Pagnucco, M.: Repeated sequential auctions with dynamic task clusters. In: AAAI (2012)
Heap, B., Pagnucco, M.: Repeated sequential single-cluster auctions with dynamic tasks for multi-robot task allocation with pickup and delivery. In: Klusch, M., Thimm, M., Paprzycki, M. (eds.) MATES 2013. LNCS (LNAI), vol. 8076, pp. 87–100. Springer, Heidelberg (2013)
Koenig, S., Keskinocak, P., Tovey, C.A.: Progress on agent coordination with cooperative auctions. In: AAAI (2010)
Lagoudakis, M.G., Markakis, E., Kempe, D., et al.: Auction-based multi-robot routing. In: RSS. pp. 343–350 (2005)
Sandholm, T.: Contract types for satisficing task allocation: I theoretical results. In: Proceedings of the AAAI Spring Symposium: Satisficing Models, pp. 68–75 (1998)
Sariel, S., Balch, T.R.: Efficient bids on task allocation for multi-robot exploration. In: FLAIRS Conference, pp. 116–121 (2006)
Zlot, R., Stentz, A.: Complex task allocation for multiple robots. In: ICRA, pp. 1515–1522 (2005)
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Heap, B. (2013). Sequential Single-Cluster Auctions. In: Klusch, M., Thimm, M., Paprzycki, M. (eds) Multiagent System Technologies. MATES 2013. Lecture Notes in Computer Science(), vol 8076. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40776-5_35
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DOI: https://doi.org/10.1007/978-3-642-40776-5_35
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-40775-8
Online ISBN: 978-3-642-40776-5
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