Metacognition in computation: A selected research review

MT Cox - Artificial intelligence, 2005 - Elsevier
Various disciplines have examined the many phenomena of metacognition and have
produced numerous results, both positive and negative. I discuss some of these aspects of …

A review of recent research in metareasoning and metalearning

ML Anderson, T Oates - AI Magazine, 2007 - ojs.aaai.org
Recent years have seen a resurgence of interest in the use of metacognition in intelligent
systems. This article is part of a small section meant to give interested researchers an …

Improving the adaptability in automated vessel scheduling in container ports using intelligent software agents

P Lokuge, D Alahakoon - European Journal of Operational Research, 2007 - Elsevier
Faster turnaround time of vessels and high berth productivity are paramount factors in
container terminals for assuring competitive advantage in the shipping industry. An …

A temporal Bayesian model for classifying, detecting and localizing activities in video sequences

MR Malgireddy, I Inwogu… - 2012 IEEE Computer …, 2012 - ieeexplore.ieee.org
We present an framework to detect and localize activities in unconstrained real-life video
sequences. This is a more challenging problem as it subsumes the activity classification …

[PDF][PDF] C&L Intention Revisited.

A Herzig, D Longin - KR, 2004 - cdn.aaai.org
The 1990 papers of Cohen and Levesque (C&L) on rational interaction have been most
influential. Their approach is based on a logical framework integrating the concepts of belief …

On the relationship between MDPs and the BDI architecture

GI Simari, S Parsons - Proceedings of the fifth international joint …, 2006 - dl.acm.org
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 …

Situation awareness in intelligent agents: Foundations for a theory of proactive agent behavior

R So, L Sonenberg - Proceedings. IEEE/WIC/ACM International …, 2004 - ieeexplore.ieee.org
This work outlines a computational model of situation awareness. This model serves two
purposes. First, it provides a detailed description for our everyday notion of situation …

On partially observable MDPs and BDI models

M Schut, M Wooldridge, S Parsons - Foundations and Applications of Multi …, 2002 - Springer
Decision theoretic planning in ai by means of solving Partially Observable Markov decision
processes (pomdps) has been shown to be both powerful and versatile. However, such …

Comparative analysis of frameworks for knowledge-intensive intelligent agents

RM Jones, RE Wray - AI magazine, 2006 - ojs.aaai.org
A recurring requirement for human-level artificial intelligence is the incorporation of vast
amounts of knowledge into a software agent that can use the knowledge in an efficient and …

[图书][B] Markov Decision Processes and the Belief-Desire-Intention Model: Bridging the Gap for Autonomous Agents

GI Simari, SD Parsons - 2011 - books.google.com
In this work, we provide a treatment of the relationship between two models that have been
widely used in the implementation of autonomous agents: the Belief DesireIntention (BDI) …