Deep Reinforcement Learning for Resource Allocation in Business Processes.
Kamil ZbikowskiMichal OstapowiczPiotr GawrysiakPublished in: CoRR (2021)
Keyphrases
- resource allocation
- business processes
- reinforcement learning
- business process
- resource management
- optimal resource allocation
- resource allocation problems
- business process management
- web services
- allocation problems
- learning algorithm
- competitive advantage
- process model
- resource allocation decisions
- state space
- workflow systems
- business process models
- business rules
- reinforcement learning algorithms
- inter organizational
- machine learning
- resource allocation and scheduling
- business environment
- workflow management systems
- business objectives
- workflow management
- combinatorial auctions
- business partners
- distributed resource allocation
- service oriented architecture
- optimal policy
- multi agent
- decision making