Goal reasoning: Foundations, emerging applications, and prospects

DW Aha - AI Magazine, 2018 - ojs.aaai.org
Goal reasoning (GR) has a bright future as a foundation for the research and development of
intelligent agents. GR is the study of agents that can deliberate on and self-select their …

[PDF][PDF] BDI agent architectures: A survey

L De Silva, FR Meneguzzi, B Logan - Proceedings of the 29th …, 2020 - meriva.pucrs.br
The BDI model forms the basis of much of the research on symbolic models of agency and
agent-oriented software engineering. While many variants of the basic BDI model have been …

[PDF][PDF] Iterative goal refinement for robotics

M Roberts, S Vattam, R Alford… - ICAPS Workshop on …, 2014 - researchgate.net
Goal Reasoning (GR) concerns actors that assume the responsibility for dynamically
selecting the goals they pursue. Our focus is on modelling an actor's decision making when …

Autonomous goal selection operation for agent based architectures

S Kondrakunta, MT Cox - Proceedings of the 2021 World Congress in …, 2021 - par.nsf.gov
An intelligent agent has many tasks and goals to achieve over specific time intervals. The
goals may be assigned to it or the agent may generate its own goals. In either case, the …

Adaptable and verifiable BDI reasoning

P Stringer, RC Cardoso, X Huang… - arXiv preprint arXiv …, 2020 - arxiv.org
Long-term autonomy requires autonomous systems to adapt as their capabilities no longer
perform as expected. To achieve this, a system must first be capable of detecting such …

Aborting, suspending, and resuming goals and plans in BDI agents

J Harland, DN Morley, J Thangarajah… - Autonomous Agents and …, 2017 - Springer
Intelligent agents designed to work in complex, dynamic environments such as e-commerce
must respond robustly and flexibly to environmental and circumstantial changes, including …

Modelling and verifying BDI agents with bigraphs

B Archibald, M Calder, M Sevegnani, M Xu - Science of Computer …, 2022 - Elsevier
Abstract The Belief-Desire-Intention (BDI) architecture is a popular framework for rational
agents; existing verification approaches either directly encode simplified (eg lacking features …

Implementing Durative Actions with Failure Detection in Gwendolen

P Stringer, RC Cardoso, C Dixon, LA Dennis - International Workshop on …, 2021 - Springer
We present an extension of the semantics for action execution in the Gwendolen BDI
programming language. This extension firstly explicitly assumes that actions have durations …

[PDF][PDF] A model of planning, action, and interpretation with goal reasoning

MT Cox - Proceedings of the 4th Annual Conference on …, 2016 - cogsys.org
The cognitive systems literature describes many methods for problem solving and planning.
Given a goal state, these methods search for solutions that achieve the goal through …

AMPLE: an anytime planning and execution framework for dynamic and uncertain problems in robotics

C Ponzoni Carvalho Chanel, A Albore, J T'hooft… - Autonomous …, 2019 - Springer
Acting in robotics is driven by reactive and deliberative reasonings which take place in the
competition between execution and planning processes. Properly balancing reactivity and …