Deep Reinforcement Learning for Distributed Uncoordinated Cognitive Radios Resource Allocation.
Ankita TondwalkarAndres KwasinskiPublished in: CoRR (2019)
Keyphrases
- resource allocation
- reinforcement learning
- distributed resource allocation
- resource allocation and scheduling
- resource management
- resource sharing
- allocation problems
- resource allocation problems
- multi agent
- optimal resource allocation
- distributed systems
- scarce resources
- resource allocation decisions
- dynamic resource allocation
- allocation strategies
- grid environment
- decision making
- resource requirements
- model free
- distributed environment
- markov decision processes
- peer to peer
- state space
- dynamic programming
- cooperative
- learning algorithm
- reinforcement learning algorithms
- temporal difference
- multi party
- resource usage
- computing environments
- resource availability
- allocate resources
- utility function