Online learning for combinatorial network optimization with restless Markovian rewards.
Yi GaiBhaskar KrishnamachariMingyan LiuPublished in: SECON (2012)
Keyphrases
- online learning
- optimization algorithm
- data sets
- e learning
- network traffic
- computer networks
- computer mediated
- optimization problems
- peer to peer
- network model
- distance education
- global optimization
- distribution network
- constrained optimization
- optimization process
- optimal control
- reinforcement learning
- community structure
- optimization method
- online course
- markov decision processes
- active learning
- artificial neural networks
- network management
- decision trees
- free riding