SmartFixture: Physics-guided Reinforcement Learning for Automatic Fixture Layout Design in Manufacturing Systems
Article in IISE Transactions (September 2024)
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A maximum entropy deep reinforcement learning method for sequential well placement optimization using multi-discrete action spaces
Article in Geoenergy Science and Engineering (September 2024)
Optimization of geological carbon storage operations with multimodal latent dynamic model and deep reinforcement learning
Preprint in arXiv (June 2024)