Reinforcement Learning for Resource Allocation in Multiuser OFDM Systems.
Yenumula B. ReddyPublished in: ICWN (2006)
Keyphrases
- resource allocation
- ofdm system
- reinforcement learning
- multipath
- estimation algorithm
- resource allocation problems
- wireless communication
- function approximation
- channel estimation
- end to end
- carrier frequency offset
- bit error rate
- orthogonal frequency division multiplexing
- optimal policy
- state space
- reinforcement learning algorithms
- fading channels
- allocation problems
- optimal resource allocation
- scarce resources
- routing algorithm
- markov decision processes
- resource allocation decisions
- dynamic programming
- learning algorithm
- multi agent
- distributed resource allocation
- combinatorial auctions
- wireless networks