ACAL
2015
Springer
8 years 3 months ago
2015
Springer
Abstract. Encoding temporal information from the recent past as spatially distributed activations is essential in order for the entire recent past to be simultaneously accessible. ...
ACAL
2015
Springer
8 years 3 months ago
2015
Springer
Optimising the management of national parks and reserves is a truly multidisciplinary issue. This problem requires considerable knowledge of the characteristics of the ecosystems a...
ACAL
2015
Springer
8 years 3 months ago
2015
Springer
Abstract. The options framework provides a foundation to use hierarchical actions in reinforcement learning. An agent using options, along with primitive actions, at any point in t...
ACAL
2015
Springer
8 years 3 months ago
2015
Springer
Abstract. Feature learning with high dimensional neuroimaging features has been explored for the applications on neurodegenerative diseases. Low-dimensional biomarkers, such as men...
LATA
2014
Springer
8 years 4 months ago
2014
Springer
The Strahler number or Horton-Strahler number of a tree, originally introduced in geophysics, has a surprisingly rich theory. We sketch some milestones in its history, and its conn...
CIDM
2013
IEEE
9 years 2 months ago
2013
IEEE
Abstract—Learning in parallel or from distributed data becomes increasingly important. Factors contributing to this trend include emergence of data sets exceeding RAM sizes and i...
CAEPIA
2013
Springer
9 years 2 months ago
2013
Springer
This work evaluates two different approaches for multicriteria graph search problems using compromise preferences. This approach focuses search on a single solution that represents...
AMI
2013
Springer
9 years 2 months ago
2013
Springer
Abstract. Developing ambient intelligence for a smart home is a complex task. We present how to define intelligent system behavior through s on an adequate level of abstraction wi...
AIPS
2013
9 years 2 months ago
2013
Sequence optimization is an important problem in many production automation scenarios involving industrial robots. Mostly, this is done by reducing it to Traveling Salesman Proble...
KI
2013
Springer
10 years 2 months ago
2013
Springer
Abstract. We present a technique which allows partial-order causallink (POCL) planning systems to use heuristics known from state-based planning to guide their search. The techniqu...