ATAL
2008
Springer
13 years 11 months ago
2008
Springer
In this paper, we report on an interactive system and the results ofa formal user study that was carried out with the aim of comparing two approaches to estimating users' int...
ATAL
2008
Springer
13 years 11 months ago
2008
Springer
We present an extension of the Dynamics Based Control (DBC) paradigm to environment models based on Predictive State Representations (PSRs). We show an approximate greedy version ...
ATAL
2008
Springer
13 years 11 months ago
2008
Springer
ATAL
2008
Springer
13 years 11 months ago
2008
Springer
ATAL
2008
Springer
13 years 11 months ago
2008
Springer
Predictive state representations (PSRs) are models that represent the state of a dynamical system as a set of predictions about future events. The existing work with PSRs focuses ...
ATAL
2008
Springer
13 years 11 months ago
2008
Springer
ATAL
2008
Springer
13 years 11 months ago
2008
Springer
Future agent applications will increasingly represent human users autonomously or semi-autonomously in strategic interactions with similar entities. Hence, there is a growing need...
ATAL
2008
Springer
13 years 11 months ago
2008
Springer
Service-Oriented Computing and Agent Technology are nowadays two of the most active research fields in distributed and open systems. However, when trying to bridge the two worlds,...
ATAL
2008
Springer
13 years 11 months ago
2008
Springer
A rational agent adopts (or changes) its goals when new information (beliefs) becomes available or its desires (e.g., tasks it is supposed to carry out) change. In conventional ap...
ATAL
2008
Springer
13 years 11 months ago
2008
Springer
Recent work in transfer learning has succeeded in making reinforcement learning algorithms more efficient by incorporating knowledge from previous tasks. However, such methods typ...