Publication result detail

Advanced Evaluation of Variable Binding Strategies in BDI Agents with Integrated Failure Handling

ZBOŘIL, F.; VÍDEŇSKÝ, F.; KOČÍ, R.; ZBOŘIL, F.

Original Title

Advanced Evaluation of Variable Binding Strategies in BDI Agents with Integrated Failure Handling

English Title

Advanced Evaluation of Variable Binding Strategies in BDI Agents with Integrated Failure Handling

Type

Paper in proceedings (conference paper)

Original Abstract

This paper explores Belief-Desire-Intention (BDI) agents, focusing on integrating late and early variable binding strategies in the AgentSpeak(L) language. We comprehensively evaluate these strategies by introducing novel experimental environments simulating a virtual marketplace and a robotic logistics system. Additionally, we integrate a CAN-based failure handling mechanism to test its impact on both binding strategies. Our findings show that the late binding strategy significantly enhances agent performance in complex, dynamic scenarios, especially when combined with failure handling. We also acknowledge and discuss the computational overheads associated with late bindings. This research advances the robustness and adaptability of BDI agents, demonstrating their potential for real-world applications.

English abstract

This paper explores Belief-Desire-Intention (BDI) agents, focusing on integrating late and early variable binding strategies in the AgentSpeak(L) language. We comprehensively evaluate these strategies by introducing novel experimental environments simulating a virtual marketplace and a robotic logistics system. Additionally, we integrate a CAN-based failure handling mechanism to test its impact on both binding strategies. Our findings show that the late binding strategy significantly enhances agent performance in complex, dynamic scenarios, especially when combined with failure handling. We also acknowledge and discuss the computational overheads associated with late bindings. This research advances the robustness and adaptability of BDI agents, demonstrating their potential for real-world applications.

Keywords

BDI Agents, Agent Interpretation, AgentSpeak(L)

Key words in English

BDI Agents, Agent Interpretation, AgentSpeak(L)

Authors

ZBOŘIL, F.; VÍDEŇSKÝ, F.; KOČÍ, R.; ZBOŘIL, F.

Released

26.04.2025

Publisher

Springer Nature Switzerland AG

Location

Cham

ISBN

978-3-031-87326-3

Book

Agents and Artificial Intelligence

Periodical

Lecture Notes in Computer Science

State

Federal Republic of Germany

Pages from

3

Pages to

29

Pages count

27

URL

https://link.springer.com/book/10.1007/978-3-031-87327-0

BibTex

@inproceedings{BUT189429,
  author="František {Zbořil} and František {Vídeňský} and Radek {Kočí} and František {Zbořil}",
  title="Advanced Evaluation of Variable Binding Strategies in BDI Agents with Integrated Failure Handling",
  booktitle="Agents and Artificial Intelligence",
  year="2025",
  journal="Lecture Notes in Computer Science",
  pages="3--29",
  publisher="Springer Nature Switzerland AG",
  address="Cham",
  doi="10.1007/978-3-031-87327-0\{_}1",
  isbn="978-3-031-87326-3",
  issn="0302-9743",
  url="https://link.springer.com/book/10.1007/978-3-031-87327-0"
}