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» Optimization on a Budget: A Reinforcement Learning Approach
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ICML
2004
IEEE
14 years 5 months ago
Learning to fly by combining reinforcement learning with behavioural cloning
Reinforcement learning deals with learning optimal or near optimal policies while interacting with the environment. Application domains with many continuous variables are difficul...
Eduardo F. Morales, Claude Sammut
EURONGI
2005
Springer
13 years 10 months ago
An Afterstates Reinforcement Learning Approach to Optimize Admission Control in Mobile Cellular Networks
We deploy a novel Reinforcement Learning optimization technique based on afterstates learning to determine the gain that can be achieved by incorporating movement prediction inform...
José Manuel Giménez-Guzmán, J...
ISCA
2008
IEEE
137views Hardware» more  ISCA 2008»
13 years 11 months ago
Self-Optimizing Memory Controllers: A Reinforcement Learning Approach
Efficiently utilizing off-chip DRAM bandwidth is a critical issue in designing cost-effective, high-performance chip multiprocessors (CMPs). Conventional memory controllers deli...
Engin Ipek, Onur Mutlu, José F. Martí...
IAT
2008
IEEE
13 years 11 months ago
A Collaborative Reinforcement Learning Approach to Urban Traffic Control Optimization
As'ad Salkham, Raymond Cunningham, Anurag Garg, Vi...