Volume 21, S23: Applications of Reinforcement Learning in Art and Design
Adaptive Water Environment Optimization Strategy Based on Reinforcement Learning
Tianjiao Dang and Jifa Liu | 1-18 | doi: 10.14733/cadaps.2024.S23.1-18 | PDF (877K)
Analysis and Expression of Music Emotion Based on CAD and Deep Reinforcement Learning Algorithm
Ya Deng and Na Lin | 19-34 | doi: 10.14733/cadaps.2024.S23.19-34 | PDF (494K)
Application and Modeling of Reinforcement Learning in Ceramic Process Optimization
Linxin Ouyang and Lu Li | 35-50 | doi: 10.14733/cadaps.2024.S23.35-50 | PDF (702K)
Automatic Extraction and Classification of Intangible Cultural Elements Using Reinforcement Learning Algorithm
Dingding Ma, Pengju Pu, Jianjun Hao and Jiao Xu | 51-68 | doi: 10.14733/cadaps.2024.S23.51-68 | PDF (924K)
Automatic Generation of Animation Special Effects Based on Computer Vision Algorithms
Yang Liu, Lei Li and Xiang Lei | 69-83 | doi: 10.14733/cadaps.2024.S23.69-83 | PDF (553K)
Automation of Design Innovation Process Based on CAD Technology and Reinforcement Learning
Jinbo Sun and Anfei Jiang | 84-99 | doi: 10.14733/cadaps.2024.S23.84-99 | PDF (609K)
Ceramic Process Optimization and Automation Design Based on CAD and Reinforcement Learning
Teng Tu, Mingjin Liu, Yiqiao Yu and Hong Yang | 100-116 | doi: 10.14733/cadaps.2024.S23.100-116 | PDF (688K)
Digital Reconstruction and Display of Intangible Cultural Heritage Based on CAD Modeling and Reinforcement Learning
Shiqi Wang, Xihong Deng and Manman Zhang | 117-133 | doi: 10.14733/cadaps.2024.S23.117-133 | PDF (652K)
Dynamic Path Planning of Intelligent Warehouse Robot Based on Improved A* Algorithm
Jianfeng Han, Jingxuan Zhao and Renjie Li | 134-143 | doi: 10.14733/cadaps.2024.S23.134-143 | PDF (395K)
Dynamic Scene Generation and Animation Rendering integrating CAD Modeling and Reinforcement Learning
Han Li and Yang Su | 144-158 | doi: 10.14733/cadaps.2024.S23.144-158 | PDF (850K)
Dynamic Style Generation of Clothing Based on Reinforcement Learning
Zehong Jiang and Juan Qian | 159-174 | doi: 10.14733/cadaps.2024.S23.159-174 | PDF (866K)
Exploration of Adaptive Environment Design Strategy Based on Reinforcement Learning in CAD Environment
Xiaolong Chen and Lin Chen | 175-190 | doi: 10.14733/cadaps.2024.S23.175-190 | PDF (864K)
Exploration of Optimizing Advertising Design Using CAD and Deep Reinforcement Learning
Chuanming Ma, Debo Sun, Yu Gan and Xiaoyang Guo | 191-206 | doi: 10.14733/cadaps.2024.S23.191-206 | PDF (945K)
High-Quality Graphic Rendering and Synthesis of Design Graphics Using Generating Adversarial Networks
Ning Zhan and Pengcheng He | 207-223 | doi: 10.14733/cadaps.2024.S23.207-223 | PDF (621K)
Individuation and Interaction Enhancement of Landscape Design Based on Computer-Aided Design and Reinforcement Learning
Zhen Feng, Jianghong Wu and Jiabao Bai | 224-238 | doi: 10.14733/cadaps.2024.S23.224-238 | PDF (699K)
Integration and Application of CAD and Reinforcement Learning in Advertising Art Design
Xiangbiao Kong and Yi Zhang | 239-253 | doi: 10.14733/cadaps.2024.S23.239-253 | PDF (881K)
Intelligent Assessment of Advertising Art Design Based on Reinforcement Learning and Computer Vision
Yishuai Lin and Bo Wang | 254-267 | doi: 10.14733/cadaps.2024.S23.254-267 | PDF (484K)
Intelligent Exploration of Environmental Design: Combining CAD Modeling and Reinforcement Learning Technology
Shilin Zhang and Yipeng Wang | 268-283 | doi: 10.14733/cadaps.2024.S23.268-283 | PDF (887K)
Optimization Strategy of Design Innovation Based on Environment Interactive Learning
Bo Wang and Yishuai Lin | 284-299 | doi: 10.14733/cadaps.2024.S23.284-299 | PDF (1044K)
Personalized Recommendation and Interaction of Digital Media Based on Collaborative Filtering Algorithm
Jing Tong, Wei Zhu and Tingkui Ren | 300-316 | doi: 10.14733/cadaps.2024.S23.300-316 | PDF (1199K)
Synergistic Effect Generation of CAD and Reinforcement Learning in Ceramic Art Innovation
Jinghuang Lyu and Pei Han | 317-331 | doi: 10.14733/cadaps.2024.S23.317-331 | PDF (763K)
Identification of Dental Lesions Using Self-Supervised Vision Transformer in Radiographic X-ray Images
Yilin Li, Huadong Zhao, Daiwei Yang, Simeng Du, Xiaobin Cui and Jun Zhang | 332-342 | doi: 10.14733/cadaps.2024.S23.332-342 | PDF (405K)