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Automated Planning and BDI Agents: A Case Study

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Automated Planning and BDI Agents : A Case Study. / Cardoso, Rafael C.; Ferrando, Angelo; Papacchini, Fabio.

Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection: 19th International Conference, PAAMS 2021, Salamanca, Spain, October 6–8, 2021, Proceedings. ed. / Frank Dignum; Juan Manuel Corchado; Fernando De La Prieta. Cham : Springer, 2021. p. 52-63 (Lecture Notes in Computer Science ; Vol. 12946).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

Harvard

Cardoso, RC, Ferrando, A & Papacchini, F 2021, Automated Planning and BDI Agents: A Case Study. in F Dignum, JM Corchado & FDL Prieta (eds), Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection: 19th International Conference, PAAMS 2021, Salamanca, Spain, October 6–8, 2021, Proceedings. Lecture Notes in Computer Science , vol. 12946, Springer, Cham, pp. 52-63. https://doi.org/10.1007/978-3-030-85739-4_5

APA

Cardoso, R. C., Ferrando, A., & Papacchini, F. (2021). Automated Planning and BDI Agents: A Case Study. In F. Dignum, J. M. Corchado, & F. D. L. Prieta (Eds.), Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection: 19th International Conference, PAAMS 2021, Salamanca, Spain, October 6–8, 2021, Proceedings (pp. 52-63). (Lecture Notes in Computer Science ; Vol. 12946). Springer. https://doi.org/10.1007/978-3-030-85739-4_5

Vancouver

Cardoso RC, Ferrando A, Papacchini F. Automated Planning and BDI Agents: A Case Study. In Dignum F, Corchado JM, Prieta FDL, editors, Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection: 19th International Conference, PAAMS 2021, Salamanca, Spain, October 6–8, 2021, Proceedings. Cham: Springer. 2021. p. 52-63. (Lecture Notes in Computer Science ). https://doi.org/10.1007/978-3-030-85739-4_5

Author

Cardoso, Rafael C. ; Ferrando, Angelo ; Papacchini, Fabio. / Automated Planning and BDI Agents : A Case Study. Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection: 19th International Conference, PAAMS 2021, Salamanca, Spain, October 6–8, 2021, Proceedings. editor / Frank Dignum ; Juan Manuel Corchado ; Fernando De La Prieta. Cham : Springer, 2021. pp. 52-63 (Lecture Notes in Computer Science ).

Bibtex

@inproceedings{8aa79d3c0d064ebc80420b8a92ee235d,
title = "Automated Planning and BDI Agents: A Case Study",
abstract = "There have been many attempts to integrate automated planning and rational agents. Most of the research focuses on adding support directly within agent programming languages, such as those based on the Belief-Desire-Intention model, rather than using off-the-shelf planners. This approach is often believed to improve the computation time, which is a common requirement in real world applications. This paper shows that even in complex scenarios, such as in the Multi-Agent Programming Contest with 50 agents and a 4 s deadline for the agents to send actions to the server, it is possible to efficiently integrate agent languages with off-the-shelf automated planners. Based on the experience with this case study, the paper discusses advantages and disadvantages of decoupling the agents from the planners.",
author = "Cardoso, {Rafael C.} and Angelo Ferrando and Fabio Papacchini",
year = "2021",
month = sep,
day = "25",
doi = "10.1007/978-3-030-85739-4_5",
language = "English",
isbn = "9783030857387",
series = "Lecture Notes in Computer Science ",
publisher = "Springer",
pages = "52--63",
editor = "Frank Dignum and Corchado, {Juan Manuel } and Prieta, {Fernando De La }",
booktitle = "Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection",

}

RIS

TY - GEN

T1 - Automated Planning and BDI Agents

T2 - A Case Study

AU - Cardoso, Rafael C.

AU - Ferrando, Angelo

AU - Papacchini, Fabio

PY - 2021/9/25

Y1 - 2021/9/25

N2 - There have been many attempts to integrate automated planning and rational agents. Most of the research focuses on adding support directly within agent programming languages, such as those based on the Belief-Desire-Intention model, rather than using off-the-shelf planners. This approach is often believed to improve the computation time, which is a common requirement in real world applications. This paper shows that even in complex scenarios, such as in the Multi-Agent Programming Contest with 50 agents and a 4 s deadline for the agents to send actions to the server, it is possible to efficiently integrate agent languages with off-the-shelf automated planners. Based on the experience with this case study, the paper discusses advantages and disadvantages of decoupling the agents from the planners.

AB - There have been many attempts to integrate automated planning and rational agents. Most of the research focuses on adding support directly within agent programming languages, such as those based on the Belief-Desire-Intention model, rather than using off-the-shelf planners. This approach is often believed to improve the computation time, which is a common requirement in real world applications. This paper shows that even in complex scenarios, such as in the Multi-Agent Programming Contest with 50 agents and a 4 s deadline for the agents to send actions to the server, it is possible to efficiently integrate agent languages with off-the-shelf automated planners. Based on the experience with this case study, the paper discusses advantages and disadvantages of decoupling the agents from the planners.

U2 - 10.1007/978-3-030-85739-4_5

DO - 10.1007/978-3-030-85739-4_5

M3 - Conference contribution/Paper

SN - 9783030857387

T3 - Lecture Notes in Computer Science

SP - 52

EP - 63

BT - Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection

A2 - Dignum, Frank

A2 - Corchado, Juan Manuel

A2 - Prieta, Fernando De La

PB - Springer

CY - Cham

ER -