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AIED
2009
Springer
14 years 2 months ago
An Analysis and Feedback Infrastructure for Argumentation Learning Systems
In this paper, we discuss design considerations and our plans to develop a generalized framework for intelligent support in educational argumentation systems. Our goal is to develo...
Oliver Scheuer, Bruce M. McLaren, Frank Loll, Niel...
ATAL
2009
Springer
14 years 2 months ago
An empirical analysis of value function-based and policy search reinforcement learning
In several agent-oriented scenarios in the real world, an autonomous agent that is situated in an unknown environment must learn through a process of trial and error to take actio...
Shivaram Kalyanakrishnan, Peter Stone
AIED
2005
Springer
14 years 1 months ago
Using Schema Analysis for Feedback in Authoring Tools for Learning Environments
Course material for electronic learning environments is often structured using schema languages. During the specification and development of course material, many mistakes can be m...
Harrie Passier, Johan Jeuring
CEEMAS
2003
Springer
14 years 1 months ago
On a Dynamical Analysis of Reinforcement Learning in Games: Emergence of Occam's Razor
Modeling learning agents in the context of Multi-agent Systems requires an adequate understanding of their dynamic behaviour. Usually, these agents are modeled similar to the diļ¬...
Karl Tuyls, Katja Verbeeck, Sam Maes
CIARP
2006
Springer
13 years 10 months ago
Robustness Analysis of the Neural Gas Learning Algorithm
The Neural Gas (NG) is a Vector Quantization technique where a set of prototypes self organize to represent the topology structure of the data. The learning algorithm of the Neural...
Carolina Saavedra, Sebastián Moreno, Rodrig...