Using Reinforcement Learning in a Game-like Setup for Automated Process Synthesis without Prior Process Knowledge

Keyphrases

• Reinforcement Learning 100%
• Training Process 100%
• Process Knowledge 100%
• Game-like 100%
• Automated Process Synthesis 100%
• Learning Scheme 50%
• Hierarchical Reinforcement Learning 50%
• Self-play 50%
• Flowsheet Optimization 50%
• Two-player Games 50%
• Flowsheet 50%
• Ethyl Tert-butyl Ether 50%
• Enhanced Training 50%
• Without Prior Knowledge 50%

Chemical Engineering

• Reinforcement Learning 100%
• Process Synthesis 100%
• Flowcharting 66%