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CEC
2007
IEEE
15 years 4 months ago
Combine and compare evolutionary robotics and reinforcement Learning as methods of designing autonomous robots
—The purpose of this paper is to present a comparison between two methods of building adaptive controllers for robots. In spite of the wide range of techniques which are used for...
Sergiu Goschin, Eduard Franti, Monica Dascalu, San...
RTSS
2009
IEEE
15 years 4 months ago
Integrating Proactive and Reactive Approaches for Robust Real-Time Data Services
— Real-time data services are needed in data-intensive real-time applications such as e-commerce or traffic control. However, it is challenging to support real-time data service...
Yan Zhou, Kyoung-Don Kang
JPDC
2008
122views more  JPDC 2008»
14 years 9 months ago
Stochastic robustness metric and its use for static resource allocations
This research investigates the problem of robust static resource allocation for distributed computing systems operating under imposed Quality of Service (QoS) constraints. Often, ...
Vladimir Shestak, Jay Smith, Anthony A. Maciejewsk...
CDC
2010
IEEE
160views Control Systems» more  CDC 2010»
14 years 4 months ago
Adaptive bases for Q-learning
Abstract-- We consider reinforcement learning, and in particular, the Q-learning algorithm in large state and action spaces. In order to cope with the size of the spaces, a functio...
Dotan Di Castro, Shie Mannor
59
Voted
ICRA
2000
IEEE
90views Robotics» more  ICRA 2000»
15 years 2 months ago
On the Nonlinear Control of Hydraulic Servo-Systems
In this paper the control problem of a hydraulic servosystem is addressed. The performance achievable by classical linear controllers, e.g. PD, are usually limited due to highly n...
Mohammad Reza Sirouspour, S. E. Salcudean