Opportunistic Exploitation of Bandwidth Resources through Reinforcement Learning.
Bechir HamdaouiPavithra VenkatramanMohsen GuizaniPublished in: GLOBECOM (2009)
Keyphrases
- reinforcement learning
- network bandwidth
- resource utilization
- limited resources
- resource allocation
- resource management
- resource consumption
- video streaming
- learning process
- temporal difference
- mobile peer to peer networks
- real time
- network resources
- computing resources
- web resources
- resource constraints
- markov decision processes
- transfer learning
- reinforcement learning algorithms
- optimal policy
- peer to peer
- response time
- spatio temporal
- multi agent reinforcement learning
- bandwidth allocation
- exploration exploitation tradeoff
- neural network