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ICML
2006
IEEE
15 years 10 months ago
Automatic basis function construction for approximate dynamic programming and reinforcement learning
We address the problem of automatically constructing basis functions for linear approximation of the value function of a Markov Decision Process (MDP). Our work builds on results ...
Philipp W. Keller, Shie Mannor, Doina Precup
AIED
2005
Springer
15 years 10 months ago
Making Learning Design Standards Work with an Ontology of Educational Theories
In this paper, we present an ontology of educational theories their relation to learning design. This ontology takes into account learning design (LD) specifications such as OUNL-E...
Valéry Psyché, Jacqueline Bourdeau, ...
ICCBR
2005
Springer
15 years 10 months ago
Learning Similarity Measures: A Formal View Based on a Generalized CBR Model
Abstract. Although similarity measures play a crucial role in CBR applications, clear methodologies for defining them have not been developed yet. One approach to simplify the deļ...
Armin Stahl
ATAL
2004
Springer
15 years 9 months ago
Decentralized Language Learning through Acting
This paper presents an algorithm for learning the meaning of messages communicated between agents that interact while acting optimally towards a cooperative goal. Our reinforcemen...
Claudia V. Goldman, Martin Allen, Shlomo Zilberste...
ECAI
2004
Springer
15 years 9 months ago
Applying Affective Tactics for a Better Learning
This paper describes the Mediating Agent, an animated pedagogical agent inserted in a computational system for distance learning, which has the goal of motivating the student to le...
Patrícia Augustin Jaques, Rosa Maria Vicari...