Deep Reinforcement Learning for Distributed and Uncoordinated Cognitive Radios Resource Allocation.
Ankita TondwalkarAndres KwasinskiPublished in: CoRR (2022)
Keyphrases
- resource allocation
- reinforcement learning
- distributed resource allocation
- resource sharing
- multi agent
- resource management
- resource allocation and scheduling
- resource allocation problems
- distributed systems
- learning agents
- resource requirements
- optimal resource allocation
- scarce resources
- dynamic resource allocation
- allocation problems
- information processing
- allocate resources
- machine learning
- grid environment
- supply chain
- dynamic programming
- cooperative
- allocation strategies
- temporal difference
- resource availability
- reinforcement learning algorithms
- distributed environment
- markov decision processes
- intelligent agents
- learning process
- web services