55 search results - page 8 / 11 » Policy Tree: Adaptive Representation for Policy Gradient |
ECML
2006
Springer
13 years 11 months ago
2006
Springer
We target the problem of closed-loop learning of control policies that map visual percepts to continuous actions. Our algorithm, called Reinforcement Learning of Joint Classes (RLJ...
INFOCOM
2009
IEEE
14 years 2 months ago
2009
IEEE
—A major threat to data networks is based on the fact that some traffic can be expensive to classify and filter as it will undergo a longer than average list of filtering rule...
AAAI
2006
13 years 9 months ago
2006
Planning in partially-observable dynamical systems is a challenging problem, and recent developments in point-based techniques such as Perseus significantly improve performance as...
ICCS
2007
Springer
14 years 1 months ago
2007
Springer
We seek to increase user confidence in simulations as they are adapted to meet new requirements. Our approach includes formal representation of uncertainty, lightweight validation,...
GECCO
2004
Springer
14 years 26 days ago
2004
Springer
This paper presents a modified optimal control model of drug scheduling in cancer chemotherapy and a new adaptive elitist-population based genetic algorithm (AEGA) to solve it. Wo...