Resource Allocation in Home Care Services Using Reinforcement Learning.
Bernat SalbanyaIrene UncetaJordi NinPublished in: CCIA (2023)
Keyphrases
- resource allocation
- home care
- reinforcement learning
- health care
- layered architecture
- pervasive computing
- optimal resource allocation
- resource allocation problems
- resource management
- patient data
- resource allocation decisions
- allocation problems
- grid environment
- distributed resource allocation
- allocation strategies
- learning algorithm
- intelligent environments
- markov decision processes
- state space
- machine learning
- combinatorial auctions
- service oriented
- learning agents
- optimal policy
- context aware
- domain knowledge
- mobile devices
- web services