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PKDD
2000
Springer
108views Data Mining» more  PKDD 2000»
13 years 8 months ago
Application of Reinforcement Learning to Electrical Power System Closed-Loop Emergency Control
This paper investigates the use of reinforcement learning in electric power system emergency control. The approach consists of using numerical simulations together with on-policy M...
Christophe Druet, Damien Ernst, Louis Wehenkel
NIPS
2007
13 years 6 months ago
Managing Power Consumption and Performance of Computing Systems Using Reinforcement Learning
Electrical power management in large-scale IT systems such as commercial datacenters is an application area of rapidly growing interest from both an economic and ecological perspe...
Gerald Tesauro, Rajarshi Das, Hoi Chan, Jeffrey O....
BERTINORO
2005
Springer
13 years 10 months ago
Emergent Consensus in Decentralised Systems Using Collaborative Reinforcement Learning
Abstract. This paper describes the application of a decentralised coordination algorithm, called Collaborative Reinforcement Learning (CRL), to two different distributed system pr...
Jim Dowling, Raymond Cunningham, Anthony Harringto...
CSREASAM
2004
13 years 6 months ago
Survivable Systems Analysis of the North American Power Grid Communications Infrastructure
The modern electric power grid is a complex interconnected network of independent physical and electronic devices that utilize myriad technologies for communication between other ...
Patrick R. Merry, Axel W. Krings, Paul W. Oman
SASO
2008
IEEE
13 years 11 months ago
Bottom-Up Self-Organization of Unpredictable Demand and Supply under Decentralized Power Management
In the DEZENT1 project we had established a distributed base model for negotiating electric power from widely distributed (renewable) power sources on multiple levels in successio...
Horst F. Wedde, Sebastian Lehnhoff, Christian Reht...