An Autonomous Intelligent Agent Architecture Based on Constructivist AI
نویسندگان
چکیده
This paper intends to propose an learning agent architecture based on Constructivist AI approach. First we show how Artificial Intelligence can incorporate some concepts from Jean Piaget's psychology to form Constructivist AI as a branch of Symbolic AI. Then we present details about the proposed architecture, discussing the provided agent autonomy. Eventually, we report experimental results.
منابع مشابه
Un Mécanisme Constructiviste d'Apprentissage Automatique d'Anticipations pour des Agents Artificiels Situés
(17) This research is characterized, first, by a theoretical discussion on the concept of autonomous agent, based on elements taken from the Situated AI and the Affective AI paradigms. Secondly, this thesis presents the problem of learning world models, providing a bibliographic review regarding some related works. From these discussions, the CAES architecture and the CALM mechanism are present...
متن کاملComputational Constructivist Model as an Anticipatory Learning Mechanism for Coupled Agent–Environment Systems
> Context • The advent of a general artificial intelligence mechanism that learns like humans do would represent the realization of an old and major dream of science. It could be achieved by an artifact able to develop its own cognitive structures following constructivist principles. However, there is a large distance between the descriptions of the intelligence made by constructivist theories ...
متن کاملA Context-aware Architecture for Mental Model Sharing through Semantic Movement in Intelligent Agents
Recent studies in multi-agent systems are paying increasingly more attention to the paradigm of designing intelligent agents with human inspired concepts. One of the main cognitive concepts driving the core of many recent approaches in multi agent systems is shared mental models. In this paper, we propose an architecture for sharing mental models based on a new concept called semantic movement....
متن کاملA multi-agent architecture for supporting distributed normality-based intelligent surveillance
Intelligent surveillance involves the use of AI techniques tomonitor environmentswhose analysis is becoming more and more complex because of the large number of sensors used and the need of monitoring multiple events of interest simultaneously. Most of the current surveillance systems provide solutions for particular problems but still suffer from lack of flexibility and scalability when they a...
متن کاملBehavior Based Ai, Cognitive Processes, and Emergent Behaviors in Autonomous Agents
Behavior based AI Brooks, 1990, Maes, 1990] has questioned the need for modeling intelligent agency using generalized cognitive modules for perception and behavior generation. Behavior based AI has demonstrated successful interactions in unpredictable environments in the mobile robot domain Brooks, 1985, Brooks, 1990]. This has created a gulf between \traditional" approaches to modeling intelli...
متن کامل