Planning in BDI agents: a survey of the integration of planning algorithms and agent reasoning
F Meneguzzi, L De Silva - The Knowledge Engineering Review, 2015 - cambridge.org
Agent programming languages have often avoided the use of automated (first principles or
hierarchical) planners in favour of predefined plan/recipe libraries for computational …
hierarchical) planners in favour of predefined plan/recipe libraries for computational …
On the relationship between MDPs and the BDI architecture
In this paper we describe the initial results of an investigation into the relationship between
Markov Decision Processes (MDPS) and Belief-Desire-Intention (BDI) architectures. While …
Markov Decision Processes (MDPS) and Belief-Desire-Intention (BDI) architectures. While …
Electricity markets and intelligent agents part II: agent architectures and capabilities
Agent technology is a relatively new and rapidly expanding area of research and
development. The major motivations for the increasing interest in intelligent agents and multi …
development. The major motivations for the increasing interest in intelligent agents and multi …
Recognizing and learning models of social exchange strategies for the regulation of social interactions in open agent societies
GP Dimuro, AC da Rocha Costa, LV Gonçalves… - Journal of the Brazilian …, 2011 - Springer
Regulation of social exchanges refers to controlling social exchanges between agents so
that the balance of exchange values involved in the exchanges are continuously kept—as …
that the balance of exchange values involved in the exchanges are continuously kept—as …
A formal approach to embedding first-principles planning in BDI agent systems
The BDI architecture, where agents are modelled based on their beliefs, desires, and
intentions, provides a practical approach to developing intelligent agent systems. However …
intentions, provides a practical approach to developing intelligent agent systems. However …
Multi-agent patrolling under uncertainty and threats
We investigate a multi-agent patrolling problem where information is distributed alongside
threats in environments with uncertainties. Specifically, the information and threat at each …
threats in environments with uncertainties. Specifically, the information and threat at each …
Incorporating PGMs into a BDI architecture
In this paper, we present a hybrid BDI-PGM framework, in which PGMs (Probabilistic
Graphical Models) are incorporated into a BDI (belief-desire-intention) architecture. This …
Graphical Models) are incorporated into a BDI (belief-desire-intention) architecture. This …
Probabilistic planning in agentspeak using the pomdp framework
AgentSpeak is a logic-based programming language, based on the Belief-Desire-Intention
paradigm, suitable for building complex agent-based systems. To limit the computational …
paradigm, suitable for building complex agent-based systems. To limit the computational …
[PDF][PDF] Constructing BDI plans from optimal POMDP policies, with an application to agentspeak programming
DR Pereira, LV Gonçalves, GP Dimuro… - Proc. of Conf …, 2008 - researchgate.net
Based on the analysis of the hybrid approach BDI-MDP found in the literature, this paper
introduces the algorithm policyToBDIplan that builds AgentSpeak plans for BDI agents that …
introduces the algorithm policyToBDIplan that builds AgentSpeak plans for BDI agents that …
[PDF][PDF] BDI Agents in Natural Language Environments
Developing autonomous agents to deal with real-world problems is challenging, especially
when developers are not necessarily specialists in artificial intelligence. This poses two key …
when developers are not necessarily specialists in artificial intelligence. This poses two key …