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» Adaptive control for nonlinear nonnegative dynamical systems
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SASO
2008
IEEE
14 years 2 months ago
Evaporation as a Self-Adaptation Mechanism for PSO
This work extends the Particle Swarm Optimization (PSO) algorithm for working on dynamic environments. We propose an evaporation mechanism to solve the outdated memory problem. We...
Jose Luis Fernandez-Marquez, Josep Lluís Ar...
NIPS
1996
13 years 9 months ago
Multidimensional Triangulation and Interpolation for Reinforcement Learning
Dynamic Programming, Q-learning and other discrete Markov Decision Process solvers can be applied to continuous d-dimensional state-spaces by quantizing the state space into an arr...
Scott Davies
CORR
2010
Springer
130views Education» more  CORR 2010»
13 years 7 months ago
Towards Adaptable and Adaptive Policy-Free Middleware
We believe that to fully support adaptive distributed applications, middleware must itself be adaptable, adaptive and policy-free. In this paper we present a new language-independ...
Alan Dearle, Graham N. C. Kirby, Stuart J. Norcros...
CDC
2009
IEEE
119views Control Systems» more  CDC 2009»
14 years 13 days ago
Isochronous manifolds in self-triggered control
Abstract— Feedback control laws are predominantly implemented on digital platforms as periodic tasks. Although periodicity simplifies the analysis and design of the implementati...
Adolfo Anta Martinez, Paulo Tabuada
IROS
2008
IEEE
126views Robotics» more  IROS 2008»
14 years 2 months ago
High-dimensional underactuated motion planning via task space control
Abstract— Kinodynamic planning algorithms have the potential to find feasible control trajectories which accomplish a task even in very nonlinear or constrained dynamical system...
Alexander C. Shkolnik, Russ Tedrake