Detail publikačního výsledku

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

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

Originální název

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

Anglický název

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

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova

BDI Agents, Agent Interpretation, AgentSpeak(L)

Klíčová slova v angličtině

BDI Agents, Agent Interpretation, AgentSpeak(L)

Autoři

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

Vydáno

26.04.2025

Nakladatel

Springer Nature Switzerland AG

Místo

Cham

ISBN

978-3-031-87326-3

Kniha

Agents and Artificial Intelligence

Periodikum

Lecture Notes in Computer Science

Stát

Spolková republika Německo

Strany od

3

Strany do

29

Strany počet

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"
}