Constructivist anticipatory learning mechanism (CALM): Dealing with partially deterministic and partially observable environments

FS Perotto, JC Buisson, LOC Alvares - … , NJ, USA, 29/10/2007-02/11 …, 2007 - hal.science
This paper presents CALM (Constructivist Anticipatory Learning Mechanism), an agent
learning mechanism based on a constructivist approach. It is designed to deal dynamically …

[PDF][PDF] Protocole de test pour agents developpementaux et intrinsequement motives par une approche interactionniste

O Voisin - 2011 - core.ac.uk
Résumé Dans ce rapport, nous remarquons que l'évaluation des agents développementaux
et intrinsèquement motivés est un réel problème. Les environnements de simulation actuels …

Recognizing internal states of other agents to anticipate and coordinate interactions

FS Perotto - Multi-Agent Systems: 9th European Workshop, EUMAS …, 2012 - Springer
In multi-agent systems, anticipating the behavior of other agents constitutes a difficult
problem. In this paper we present the case where a cognitive agent is inserted into an …

Toward Sophisticated Agent-based Universes-Statements to Introduce Some Realistic Features into Classic AI/RL Problems

FS Perotto - ICAART 2012-Proceedings of the 4th International …, 2012 - hal.science
In this paper we analyze some common simplifications present in the traditional AI/RL
problems. We argue that only facing particular conditions, often avoided in the classic …

[PDF][PDF] TOWARD SOPHISTICATED AGENT-BASED UNIVERSES

FS i Perotto - 2012 - scitepress.org
In this paper we analyze some common simplifications present in the traditional AI/RL
problems. We argue that only facing particular conditions, often avoided in the classic …

[PDF][PDF] Un Mecanismo Constructivista para el Aprendizaje de Anticipaciones en Sistemas Acoplados Agente-Ambiente

FS Perotto, JC Buisson, LO Alvares - researchgate.net
This paper presents CALM (Constructivist Anticipatory Learning Mechanism), an agent
learning mechanism based on a constructivist approach. It is designed to deal dynamically …

Um Mecanismo Construtivista para a Aprendizagem de Estrutura de MDPs Fatorados e Parcialmente Observáveis

FS Perotto, JC Buisson, LOC Alvares - … , RS, Brasil, 21/07/2009-24/07 …, 2009 - hal.science
Este artigo apresenta o CALM (Constructivist Anticipatory Learning Mechanism), um
mecanismo de aprendizagem para agentes baseado na abordagem construtivista da IA. Ele …