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

• المؤلف الرئيسي: Liew, Kok Leong
• مؤلفون آخرون: Zheng Jianmin
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; 3D printing; Reinforcement learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/175147
• المؤسسة: 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...