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An Agent-based Cloud Service Negotiation in Hybrid Cloud Computing [article]

Saurabh Deochake, Debajyoti Mukhopadhyay
2020 arXiv   pre-print
The Belief-Desire-Intention (BDI) model-based cloud customer and provider agents concurrently negotiate on multiple issues, pursuing a hybrid tactic of time and resource-based dynamic deadline algorithms  ...  The cloud marketplace-based system is further augmented with the assignment of behavior norm score and reputation index to the agents to establish trust among them.  ...  The Belief-Desire-Intention (BDI) [3] , a software model designed to program intelligent agents, is perhaps that most studied model for bounded rational systems.  ... 
arXiv:2006.13109v1 fatcat:r2nwvkl23bck5nhdntkkuws5ky

Computational trust and reputation models for open multi-agent systems: a review

Isaac Pinyol, Jordi Sabater-Mir
2011 Artificial Intelligence Review  
The paper illustrates the proliferation in the past few years of models that follow a more cognitive approach, in which trust and reputation representation as mental attitudes is as important as the final  ...  In this paper we provide a survey that, far from being exhaustive, intends to show the most representative models that currently exist in the literature.  ...  It offers reliability measures and it is considered a reputation model. Instead, BDI+Repage model, according to Sabater's definition, should be considered a trust and reputation model.  ... 
doi:10.1007/s10462-011-9277-z fatcat:5c5eksiginh7dpdpwtpwbrtpzu

Alert-BDI: BDI Model with Adaptive Alertness through Situational Awareness [article]

Manu S Hegde, Sanjay Singh
2013 arXiv   pre-print
The Belief-Desire-Intention (BDI) architecture lacks a framework that would facilitate an adaptive risk management system that uses the situational awareness of the agents.  ...  In this paper, we address the problems faced by a group of agents that possess situational awareness, but lack a security mechanism, by the introduction of a adaptive risk management system.  ...  The BDI Model The belief-desire-intention model is a model developed for providing agents with a reasoning ability.  ... 
arXiv:1308.3874v1 fatcat:uu4edweq2fgkjba5fgyrcvvmye

A Specialised Architecture for Embedding Trust Evaluation Capabilities in Intelligent Mobile Agents [chapter]

Justin R. Pike, Elizabeth M. Ehlers, Ockmer L. Oosthuizen
2009 Lecture Notes in Computer Science  
The dissertation investigates trust and reputation as a specialisation of agent technology.  ...  Furthermore, the research presented herein aims to determine the extent of the limitations of trust and reputation models, and of the demonstrable solution in particular.  ...  It is clear that the figure represents a BDI-theoretic architectural model.  ... 
doi:10.1007/978-3-642-01639-4_38 fatcat:hcgkt2horjdgjmusts5hetnbf4

Towards a Model of Open and Reliable Cognitive Multiagent Systems: Dealing with Trust and Emotions

2016 Advances in Distributed Computing and Artificial Intelligence Journal  
In this paper we analyse some proposed models found in the literature and propose a BDI and multi-context based agent model which includes emotional reasoning to lead trust and reputation in open multiagent  ...  Trust and reputation models have been proposed in the Multiagent Systems area as a way to assist agents to select good partners in order to improve interactions between them.  ...  Pinyol and Sabater (Pinyol and Sabater-Mir, 2009 ) integrate the reputation model Repage (Sabater et al., 2006) in a BDI agent through a MCS.  ... 
doi:10.14201/adcaij2015435786 fatcat:shlbkkj3wzcxxire2dyqpnsuni

Opening the black box of trust: reasoning about trust models in a BDI agent

A. Koster, M. Schorlemmer, J. Sabater-Mir
2012 Journal of Logic and Computation  
We give a declarative formalization of this system using a multi-context system and we show that three contemporary trust models, BRS, ReGReT and ForTrust can be incorporated into a BDI reasoning system  ...  Trust models as thus far described in the literature can be seen as a monolithic structure: a trust model is provided with a variety of inputs and the model performs calculations, resulting in a trust  ...  BDI+Repage [25] attempts to take a more comprehensive approach, by integrating the Repage reputation model [30] into the cognitive process of a BDI agent.  ... 
doi:10.1093/logcom/exs003 fatcat:fto2afgfijfo7fgfo4oy2jjiva

Belief-Desire-Intention (BDI) Multi-agent System for Cloud Marketplace Negotiation [article]

Saurabh Deochake
2022 arXiv   pre-print
This paper proposes a full-fledged framework for a Belief-Desire-Intention (BDI) multi-agent-based cloud marketplace system for cloud resources.  ...  Each party in the cloud marketplace system supports a BDI agent for autonomous decision making and negotiation to facilitate automated buying and selling of resources.  ...  Finally, the traditional BDI model does not describe the mechanisms for integration of a BDI agent into a multi-agent system [5] .  ... 
arXiv:2206.08468v1 fatcat:sun35ju5svdl7iwadpcivjuaqa

Determinants of Corporate Sustainability Disclosure: The Case of the S&P/EGX ESG Index

Mohamed Gamal Elafify
2021 Indonesian Journal of Sustainability Accounting and Management  
Empirical results reveal that boards with higher independence and larger size generate a higher CSD score.  ...  The results also support the assumption that the issuance of a separate sustainability report boosts the CSD score.  ...  OLS regression was employed to test the hypotheses.The equation of OLS regression is as follow:CSD = a + β1BDS + β2BDI + β3CEODU + β4SSR + β5LOGASS (control variable) + β6ROA (control variable) + β7DEBT  ... 
doi:10.28992/ijsam.v5i1.301 fatcat:wfe7cfy6sff67dg72neczjwjxe

A BDI Agent System for the Collaboration of the Unmanned Aerial Vehicle

Mario Hernandez Dominguez, Jose-Isidro Hernández-Vega, Dolores Gabriela Palomares Gorham, C. Hernández-Santos, Jonam L. Sánchez Cuevas
2016 Research in Computing Science  
This project describes the implementation of a BDI architecture for solving problems of collaboration and coordination among aerial mobile robots used through Unmanned Aerial Vehicle (UAV).  ...  A Multi-Agent System is implemented in people search and it is developed on Jason software.The benefits of developing this model is diverse such as optimizing the collaborative work among intelligent agents  ...  The goal was to design and equalize a model based on a BDI architecture for collaborative search tasks between two drones.  ... 
doi:10.13053/rcs-121-1-10 fatcat:ernypzvlzncinn4rxrzb424hpy

Goal-Directed Interactions in Artifact-Based MAS: Jadex Agents Playing in CARTAGO Environments

Michele Piunti, Alessandro Ricci, Lars Braubach, Alexander Pokahr
2008 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology  
In the context of cognitive agent programming frameworks, a main research effort accounts for exploiting goalorientation for specifying and enacting agent interaction.  ...  Existing research work focuses almost totally on direct communication models, typically based on speech-acts and FIPA ACL.  ...  BDI Programming Model in Jadex Originally proposed as a conceptual model to explain cognitive behavior [1] , the Belief-Desire-Intention model assumes that rational actions can be derived from desires  ... 
doi:10.1109/wiiat.2008.349 dblp:conf/iat/PiuntiRBP08 fatcat:vqrqsyda4nc4njxelmneynto3a


International Monetary Fund. Monetary and Capital Markets Department
2020 IMF Staff Country Reports  
This note presents a targeted review of selected aspects concerning the regulation and supervision of banks in Italy and their governance framework.  ...  In addition, the BdI has adopted a risk-based model to the assessment and follow-up of AML/CFT issues.  ...  For offsite supervision, the BdI has developed in 2016, in collaboration with the UIF, a new risk-based AML/CFT assessment model for the banking sector.  ... 
doi:10.5089/9781513552187.002 fatcat:75dhvyiprzhqnluu2sfnga3iny

Trustworthy Agent-Based Recommender System in a Mobile P2P Environment [chapter]

Nabil Sahli, Gabriele Lenzini, Henk Eertink
2012 Lecture Notes in Computer Science  
Our solution is based on multi-agent systems and is illustrated on a slow-food restaurant recommender system.  ...  he trusts), and ffers unobtrusiveness (the target system is mainly autonomous and requires a minimum user intervention).  ...  By adopting a BDI model, we also give agents more autonomy, which considerably frees users from managing their trust on other peers.  ... 
doi:10.1007/978-3-642-31809-2_6 fatcat:5xeoui3l7bcdhfnlrkjsjuhe4a

Endowing Robots with Self-Modeling Abilities for Trustful Human-Robot Interactions

Cristiano Castelfranchi, Antonio Chella, Rino Falcone, Francesco Lanza, Valeria Seidita
2019 Workshop From Objects to Agents  
Self-modeling skills are then implemented employing features by the BDI paradigm.  ...  We hypothesize that one of the main components of a trustful relationship resides in the self-modeling abilities of the robot.  ...  In [14] decision making is based on trust evaluation through a decision-theoretic model that allows controlling trust decision-making activities.  ... 
dblp:conf/woa/CastelfranchiCF19 fatcat:zkpwahxpwbh5peqcwwdu5ewxle

Future Challenges for Autonomous Systems [chapter]

Helder Coelho
2009 Lecture Notes in Computer Science  
a very large community of interest, eager of innovations and creativity.  ...  The domain of intelligent creatures, systems and entities is suffering today profound changes, and the pace of more than a hundred meetings (congresses, conferences, workshops) per year shows there is  ...  Acknowledgements A period of study at the Politechnic School of the University of São Paulo (USP) and the interaction with my colleague Jaime Sichman allowed the writing of this chapter.  ... 
doi:10.1007/978-3-642-03226-4_3 fatcat:ilnpqtsrkfezpoxiizs2vnmesu

Evaluating JACK Sim for Agent-Based Modelling of Pedestrians

Nicole Ronald, Leon Sterling, Michael Kirley
2006 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology  
The modelling of pedestrian behaviour in a real-world environment is a complex problem, mainly due to the unpredictable nature of human decision making.  ...  We look the behaviours that pedestrians may exhibit and the different techniques used for pedestrian modelling.  ...  The BDI architecture is appropriate for the user model only, as that is where the decisions are made. Prometheus is useful for designing the BDI concepts required.  ... 
doi:10.1109/iat.2006.65 dblp:conf/iat/RonaldSK06 fatcat:okytqx6eqzaabkb326m2pavx74
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