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ICML
2010
IEEE
13 years 5 months ago
Constructing States for Reinforcement Learning
POMDPs are the models of choice for reinforcement learning (RL) tasks where the environment cannot be observed directly. In many applications we need to learn the POMDP structure ...
M. M. Hassan Mahmud
ICPR
2010
IEEE
13 years 5 months ago
Online Next-Best-View Planning for Accuracy Optimization Using an Extended E-Criterion
Next-best-view (NBV) planning is an important aspect for three-dimensional (3D) reconstruction within controlled environments, such as a camera mounted on a robotic arm. NBV metho...
Michael Trummer, Christoph Munkelt, Joachim Denzle...
FUIN
2010
141views more  FUIN 2010»
13 years 5 months ago
Decidability Problems in Petri Nets with Names and Replication
In this paper we study decidability of several extensions of P/T nets with name creation and/or replication. In particular, we study how to restrict the models of RN systems (P/T n...
Fernando Rosa Velardo, David de Frutos-Escrig
CDC
2010
IEEE
141views Control Systems» more  CDC 2010»
13 years 2 months ago
Using computer games for hybrid systems controller synthesis
Abstract-- We propose a formal method for feedback controller synthesis using interactive computer programs with graphical interface (in short, computer games). The main theoretica...
A. Agung Julius, Sina Afshari
CDC
2010
IEEE
210views Control Systems» more  CDC 2010»
13 years 2 months ago
Advances in moving horizon estimation for nonlinear systems
In the past decade, moving horizon estimation (MHE) has emerged as a powerful technique for estimating the state of a dynamical system in the presence of nonlinearities and disturb...
Angelo Alessandri, Marco Baglietto, Giorgio Battis...