A hierarchical constrained reinforcement learning for optimization of bitumen recovery rate in a primary separation vessel.
Hareem ShafiKirubakaran VelswamyFadi IbrahimBiao HuangPublished in: Comput. Chem. Eng. (2020)
Keyphrases
- reinforcement learning
- concave convex procedure
- optimization process
- optimization algorithm
- hierarchical reinforcement learning
- machine learning
- multi agent
- saddle point
- optimization problems
- data sets
- optimal policy
- global optimization
- model free
- learning algorithm
- learning process
- evolutionary algorithm
- dynamic programming
- state space
- optimization method
- function approximation
- cross sections