Sciweavers

4973 search results - page 294 / 995
» Probabilistic Algorithms in Robotics
Sort
View
CDC
2009
IEEE
147views Control Systems» more  CDC 2009»
15 years 4 months ago
A probabilistic approach for control of a stochastic system from LTL specifications
We consider the problem of controlling a continuous-time linear stochastic system from a specification given as a Linear Temporal Logic (LTL) formula over a set of linear predicate...
Morteza Lahijanian, Sean B. Andersson, Calin Belta
ICMLA
2009
15 years 4 months ago
Learning Parameters for Relational Probabilistic Models with Noisy-Or Combining Rule
Languages that combine predicate logic with probabilities are needed to succinctly represent knowledge in many real-world domains. We consider a formalism based on universally qua...
Sriraam Natarajan, Prasad Tadepalli, Gautam Kunapu...
SBRN
1998
IEEE
15 years 10 months ago
Competitive and Temporal Hebbian Learning for Production of Robot Trajectories
This paper proposes an unsupervised neural algorithm for trajectory production of a 6-DOF robotic arm. The model encodes these trajectories in a single training iteration by using...
Guilherme De A. Barreto, Aluizio F. R. Araú...
ICRA
2009
IEEE
141views Robotics» more  ICRA 2009»
16 years 1 months ago
Towards a navigation system for autonomous indoor flying
— Recently there has been increasing research on the development of autonomous flying vehicles. Whereas most of the proposed approaches are suitable for outdoor operation, only ...
Slawomir Grzonka, Giorgio Grisetti, Wolfram Burgar...
ICRA
2009
IEEE
121views Robotics» more  ICRA 2009»
16 years 1 months ago
Task-space trajectories via cubic spline optimization
Abstract— We consider the task of planning smooth trajectories for robot motion. In this paper we make two contributions. First we present a method for cubic spline optimization;...
J. Zico Kolter, Andrew Y. Ng