Predictive and Prescriptive Business Process Monitoring with Reinforcement Learning.
Silvester KotsiasAthanasios KerasiotisAlexandros BousdekisGeorgia TheodoropoulouGeorgios MiaoulisPublished in: NiDS (2022)
Keyphrases
- reinforcement learning
- business process
- business processes
- function approximation
- business intelligence
- state space
- real world
- business applications
- decision making
- data mining
- knowledge management
- business models
- model free
- business owners
- information systems
- markov decision processes
- return on investment
- action selection
- electronic commerce
- policy search
- business rules
- data sets
- robotic control
- reinforcement learning methods
- process oriented
- supply chain management
- knowledge discovery
- learning algorithm
- supervised learning
- multi agent