Cost-effective 3D printing: support structure discovery using reinforcement learning in 3D simulation

• 主要作者: Liew, Kok Leong
• 其他作者: Zheng Jianmin
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; 3D printing; Reinforcement learning
• 在線閱讀: https://hdl.handle.net/10356/175147
• 機構: Nanyang Technological University

The project investigates the integration of reinforcement learning techniques, specifically Proximal Policy Optimization (PPO), into 3D printing design, with a focus on material optimisation and support structure discovery. The research explores the capabilities of RL algorithms in optimising decisi...