Policy gradient

Integrating process design and control using reinforcement learning
To create efficient-high performing processes, one must find an optimal design with its corresponding controller that ensures optimal …
Cite DOI URL
Constrained Reinforcement Learning for Dynamic Optimization under Uncertainty
Dynamic real-time optimization (DRTO) is a challenging task due to the fact that optimal operating conditions must be computed in real …
Cite DOI URL