ATAL
2008
Springer
14 years 2 months ago
2008
Springer
Representing agent policies compactly is essential for improving the scalability of multi-agent planning algorithms. In this paper, we focus on developing a pruning technique that...
ATAL
2008
Springer
14 years 2 months ago
2008
Springer
ATAL
2008
Springer
14 years 2 months ago
2008
Springer
Intelligent agents designed to work in complex, dynamic environments must respond robustly and flexibly to environmental and circumstantial changes. An agent must be capable of de...
ATAL
2008
Springer
14 years 2 months ago
2008
Springer
Currently, state of the art virtual agents lack the ability to display emotion as seen in actual humans, or even in hand-animated characters. One reason for the emotional inexpres...
ATAL
2008
Springer
14 years 2 months ago
2008
Springer
This paper presents the dynamics of multi-agent reinforcement learning in multiple state problems. We extend previous work that formally modelled the relation between reinforcemen...
ATAL
2008
Springer
14 years 2 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
14 years 2 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
14 years 2 months ago
2008
Springer
ATAL
2008
Springer
14 years 2 months ago
2008
Springer
ATAL
2008
Springer
14 years 2 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 ...