Leveraging reinforcement learning (RL), o1 represents a leap forward ... employing a chain of thought to enhance its reasoning process. This capability allows o1 to outperform earlier versions ...

Next, we will present a novel reinforcement learning (RL) strategy to perform optimal process flowsheet for chemical systems. The innovative feature in our methodology is that the attractive chemical ...