Hybrid Intellectual Scheme for Scheduling of Heterogeneous Workflows based on Evolutionary Approach and Reinforcement Learning.
Mikhail MelnikIvan DolgovDenis A. NasonovPublished in: IJCCI (2020)
Keyphrases
- reinforcement learning
- grid workflow
- temporal difference
- function approximation
- evolutionary computation
- scheduling problem
- machine learning
- reinforcement learning algorithms
- learning algorithm
- multi agent reinforcement learning
- genetic algorithm
- markov decision processes
- np hard
- manufacturing systems
- neural network
- flexible manufacturing systems
- real time database systems
- resource constraints
- multi agent
- learning process
- transfer learning
- optimal policy
- business processes
- data processing
- evolutionary algorithm