Volume 22, S7: Applications of Reinforcement Learning in Creative Design
Application of Reinforcement Learning in Network Security in Dynamical Adjusting Defense Strategies
Ying Li, Lijuan Yang and Haiyan Liu | 1-13 | doi: 10.14733/cadaps.2025.S7.1-13 | PDF (724K)
Augmented Reality-Based Interactive Picture Book Design
Yu Wang and Jinghua Sun | 14-27 | doi: 10.14733/cadaps.2025.S7.14-27 | PDF (775K)
Classification and Creation of New Media Design Element Based on Reinforcement Learning
Wei Sun, Ruiqing Zhang and Wenjing Lv | 28-40 | doi: 10.14733/cadaps.2025.S7.28-40 | PDF (539K)
Computer-Aided Design and Intelligent Optimization in the Inheritance of Intangible Cultural Heritage
Xiao Bai | 41-54 | doi: 10.14733/cadaps.2025.S7.41-54 | PDF (689K)
Computer-Aided Cultural and Creative Product Design Based on Reinforcement Learning
Ruoyu Wang, Ting Fang and Xiaobo Zhou | 55-67 | doi: 10.14733/cadaps.2025.S7.55-67 | PDF (593K)
Construction of Sports Training Model and Optimization of Health Assessment System Based on CAD
Zhenzhen Bie, Qianqi Zhao and Yang Li | 68-80 | doi: 10.14733/cadaps.2025.S7.68-80 | PDF (625K)
Customer Behavior Analysis and Reinforcement Learning Application in Tourism Service Design
Xiaojuan Liu and Meimei Wu | 81-93 | doi: 10.14733/cadaps.2025.S7.81-93 | PDF (581K)
Human-Computer Interaction Design of Mobile UI Interface for Autonomous Intelligent Vehicles
Xiao Chen, Xuelian Dong and Yi Yu | 94-108 | doi: 10.14733/cadaps.2025.S7.94-108 | PDF (817K)
Human-Computer Interaction in Interior Design Process Based on Reinforcement Learning
Linxu Pan and Guanjie Wang | 109-121 | doi: 10.14733/cadaps.2025.S7.109-121 | PDF (568K)
Intelligent CAD Modeling and Reinforcement Learning Application in Environment and Landscape Design
Sheng Huang and Boan Wang | 122-133 | doi: 10.14733/cadaps.2025.S7.122-133 | PDF (696K)
Intelligent Generation and Reinforcement Learning Strategy of Architectural Design CAD Models
Qiuhong Li | 134-147 | doi: 10.14733/cadaps.2025.S7.134-147 | PDF (762K)
Intelligent Music Emotion Analysis and Creation Based on Reinforcement Learning Model
Run Jin | 148-160 | doi: 10.14733/cadaps.2025.S7.148-160 | PDF (1043K)
Intelligent Visual Comfort Evaluation and Design in Commercial Display Design
Rui Cheng | 161-174 | doi: 10.14733/cadaps.2025.S7.161-174 | PDF (613K)
Landscape Planning Aided by Reinforcement Learning Decision System in Environmental Design
Haidong Qiu and Yijun Zhuang | 175-187 | doi: 10.14733/cadaps.2025.S7.175-187 | PDF (594K)
Modeling and Reinforcement Learning Assessment System for Quality Improvement of Advertising Design
Yongxin Liang, Rui Deng, Weixin Lin, Ran Deng, Xiangjin Zhu and Liuying Yu | 188-200 | doi: 10.14733/cadaps.2025.S7.188-200 | PDF (668K)
Music Style Recognition and Simulation: Combining CAD and Reinforcement Learning Methods
Huanhuan Xiao | 201-213 | doi: 10.14733/cadaps.2025.S7.201-213 | PDF (595K)
Optimization Strategy of Ceramic Design Learning Using Reinforcement Learning
Yingchen Wu and Hao Gong | 214-227 | doi: 10.14733/cadaps.2025.S7.214-227 | PDF (764K)
Reinforcement Learning-Driven Fashion Design and Supply Chain Collaborative Management
Chao Ye and Yang Chen | 228-242 | doi: 10.14733/cadaps.2025.S7.228-242 | PDF (808K)
Strategies for Digital Preservation and Transmission of Intangible Cultural Heritage Using CAD
Yan Wu and Yongquan Liu | 243-255 | doi: 10.14733/cadaps.2025.S7.243-255 | PDF (540K)
The Comfort Assessment of Indoor Environment Using Reinforcement Learning
Yunhui Li | 256-269 | doi: 10.14733/cadaps.2025.S7.256-269 | PDF (384K)
Virtual Prototype Construction and Motion Simulation of Submarine Cable Outer Wall Inspection Robot Based on CAD and Reinforcement Learning
Yubin Du | 270-284 | doi: 10.14733/cadaps.2025.S7.270-284 | PDF (732K)
Working Process Analysis of Submarine Cable Detection Robot Using Machine Vision and Reinforcement Learning
Taoliang Tan | 285-298 | doi: 10.14733/cadaps.2025.S7.285-298 | PDF (732K)