Reinforcement learning based resource allocation in business process management.
Zhengxing HuangWil M. P. van der AalstXudong LuHuilong DuanPublished in: Data Knowl. Eng. (2011)
Keyphrases
- resource allocation
- business process management
- reinforcement learning
- business processes
- business process
- service oriented
- resource management
- optimal resource allocation
- enterprise architecture
- resource allocation problems
- learning algorithm
- allocation strategies
- allocation problems
- scarce resources
- reinforcement learning algorithms
- resource allocation decisions
- information systems
- state space
- markov decision processes
- emergency management
- optimal policy
- dynamic resource allocation
- web services
- distributed resource allocation
- resource allocation and scheduling
- management system
- multi agent
- combinatorial auctions
- life cycle
- allocate resources
- learning process
- user interface