| Pechoucek, M., Mark, V., Stepankova, O.: Role of acquaintance models in agent-based production planning systems. In Klusch, M., Kerschberg, L., eds.: Cooperative Infromation Agents IV - LNAI No. 1860, Heidelberg, Springer-Verlag, Heidelberg (2000) 179--190 |
....a key lesson: A combination of complementary low quality techniques is cheaper, and better, than a single, highlyoptimized monitoring approach. 1. INTRODUCTION Recent years have seen tremendous growth of fully deployed applications involving distributed, heterogeneous, multi agent teams (e.g. [6, 16]) This growth has lead to increasing need for monitoring techniques that allow a synthetic agent or human operator to monitor and identify the state of the distributed team. Such monitoring is critical for visualization [13] for identifying failures in execution [6, 11] and for facilitating ....
....change their reports (based on monitoring tasks which may have not been foreseen) undermines the scalability of this approach. 3. It places heavy computational and bandwidth burdens on the monitored agents and the communication lines involved, as has been repeatedly noted in the literature (e.g. [9, 10, 5, 4, 16, 21]) In our own application domain, the agents normally exchange approximately 100 messages during task execution. However, using reports, they will need to communicate 50,000 messages. This difficulty only increases with a scale up in the number of agents. 4. It assumes completely reliable and ....
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Michal Pechoucek, Vladimir Marik, and Olga Stepankova. Role of acquaintance models in an agent-based production planning system. In Proceedings of the International Workshop on Cooperative Information, 2000.
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Pechoucek, M., Mark, V., Stepankova, O.: Role of acquaintance models in agent-based production planning systems. In Klusch, M., Kerschberg, L., eds.: Cooperative Infromation Agents IV - LNAI No. 1860, Heidelberg, Springer-Verlag, Heidelberg (2000) 179--190
No context found.
Pechoucek, M., Mark, V., Stepankova, O.: Role of acquaintance models in agentbased production planning systems. In Klusch, M., Kerschberg, L., eds.: Cooperative Infromation Agents IV - LNAI No. 1860, Heidelberg, Springer-Verlag, Heidelberg (2000) 179--190
No context found.
M. Pechoucek. V. Mark. and O. Stepankova. Role of Acquaintance Models in Agent-Based Production Planning Systems, In: M. Klusch L. Kerschberg (editors), Cooperative Information Agents IV - LNAI No. 1860, Eidelberg, 2000.
No context found.
Pechoucek, M., Mark, V., Stepankova, O.: Role of acquaintance models in agentbased production planning systems. In Klusch, M., Kerschberg, L., eds.: Cooperative Infromation Agents IV - LNAI No. 1860, Heidelberg, Springer Verlag (2000) 179--190
No context found.
Pechoucek, M., Marik, V., Stepankova, O., 2000, Role of Acquaintance Models in AgentBased Production Planning Systems. In M. Klusch and L. Kerschberg (eds), Cooperative Information Agents IV -- LNAI 1860, (Heidelberg: Springer Verlag), pp. 179-190
No context found.
Pechoucek, M., Marik, V., Stepankova, O., 2000, Role of Acquaintance Models in AgentBased Production Planning Systems. In M. Klusch and L. Kerschberg (eds), Cooperative Information Agents IV -- LNAI 1860, (Heidelberg: Springer Verlag), pp. 179-190
No context found.
Pechoucek, M., Marik, V., Stepankova, O., 2000, Role of Acquaintance Models in AgentBased Production Planning Systems. In M. Klusch and L. Kerschberg (eds), Cooperative Information Agents IV -- LNAI 1860, (Heidelberg: Springer Verlag), pp. 179-190
No context found.
Pechoucek, M., Marik, V., Stepankova, O., 2000, Role of Acquaintance Models in AgentBased Production Planning Systems. In M. Klusch and L. Kerschberg (eds), Cooperative Information Agents IV -- LNAI 1860, (Heidelberg: Springer Verlag), pp. 179-190
No context found.
Pechoucek, M., Marik, V., Stepankova, O., 2000, Role of Acquaintance Models in AgentBased Production Planning Systems. In M. Klusch and L. Kerschberg (eds), Cooperative Information Agents IV -- LNAI 1860, (Heidelberg: Springer Verlag), pp. 179-190
No context found.
Pechoucek, M., Marik, V., Stepankova, O., 2000, Role of Acquaintance Models in AgentBased Production Planning Systems. In M. Klusch and L. Kerschberg (eds), Cooperative Information Agents IV -- LNAI 1860, (Heidelberg: Springer Verlag), pp. 179-190
No context found.
Pechoucek, M., Marik, V., Stepankova, O., 2000, Role of Acquaintance Models in AgentBased Production Planning Systems. In M. Klusch and L. Kerschberg (eds), Cooperative Information Agents IV -- LNAI 1860, (Heidelberg: Springer Verlag), pp. 179-190
No context found.
Pechoucek, M., Marik, V., Stepankova, O., 2000, Role of Acquaintance Models in AgentBased Production Planning Systems. In M. Klusch and L. Kerschberg (eds), Cooperative Information Agents IV -- LNAI 1860, (Heidelberg: Springer Verlag), pp. 179-190
No context found.
Pechoucek, M., Marik, V., Stepankova, O., 2000, Role of Acquaintance Models in AgentBased Production Planning Systems. In M. Klusch and L. Kerschberg (eds), Cooperative Information Agents IV -- LNAI 1860, (Heidelberg: Springer Verlag), pp. 179-190
No context found.
Pechoucek, M., Marik, V., Stepankova, O., 2000, Role of Acquaintance Models in AgentBased Production Planning Systems. In M. Klusch and L. Kerschberg (eds), Cooperative Information Agents IV -- LNAI 1860, (Heidelberg: Springer Verlag), pp. 179-190
No context found.
Pechoucek, M., Marik, V., Stepankova, O., 2000, Role of Acquaintance Models in AgentBased Production Planning Systems. In M. Klusch and L. Kerschberg (eds), Cooperative Information Agents IV -- LNAI 1860, (Heidelberg: Springer Verlag), pp. 179-190
No context found.
Pechoucek, M., Marik, V., Stepankova, O., 2000, Role of Acquaintance Models in AgentBased Production Planning Systems. In M. Klusch and L. Kerschberg (eds), Cooperative Information Agents IV -- LNAI 1860, (Heidelberg: Springer Verlag), pp. 179-190
No context found.
Pechoucek, M., Mark, V., Stepankova, O.: Role of acquaintance models in agentbased production planning systems. In Klusch, M., Kerschberg, L., eds.: Cooperative Infromation Agents IV - LNAI No. 1860, Heidelberg, Springer Verlag (2000) 179--190
No context found.
Pechoucek, M., Mark, V., Stepankova, O.: Role of acquaintance models in agent-based production planning systems. In Klusch, M., Kerschberg, L., eds.: Cooperative Infromation Agents IV - LNAI No. 1860, Heidelberg, Springer-Verlag, Heidelberg (2000) 179--190
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