STRL 2024

Table of Contents

• PDF
  
• Some Connections between Qualitative Spatial Reasoning and Machine Learning PDF
  Anthony G. Cohn 0001
• Applications of Spatial and Temporal Reasoning in Cognitive Robotics PDF
  Esra Erdem 0001
• A Spatial Loss Function for Gradient Boosted Trees PDF
  Seppe K. L. M. vanden Broucke, Margot Geerts, Jochen De Weerdt
• A spatiotemporal graph neural network with multi granularity for air quality prediction PDF
  Li Yuan (disambiguation), Haibin Liao, Mou Wu
• Encoding Temporal Statistical-space Priors via Augmented Representation under Data Scarcity PDF
  Insu Choi, Woo Chang Kim, Yuntae Jang, Woosung Koh, Gimin Kang
• Improving Accuracy of Anomaly Detection in Spatial-Temporal Population Data through SHAP Values of Reconstruction Errors PDF
  Shin Ishiguro, Keisuke Kiritoshi, Ryo Koyama, Tomohiro Mimura, Akira Yamada 0003, Takashi Suzuki (disambiguation)
• ConvLSTM Neural Network based on Hexagonal Inputs for Spatio-Temporal Forecasting of Traffic Velocities PDF
  Andrés Bronfman, Billy Peralta, Alvaro Soto, Francisco Bahamondes, Orietta Nicolis
• SpoT-Mamba: Learning Long-Range Dependency on Spatio-Temporal Graphs with Selective State Spaces PDF
  Minhyeong An, Heehyeon Kim, Joyce Jiyoung Whang, Jinhyeok Choi
• GESA: A GEneral Scenario-Agnostic Reinforcement Learning for Traffic Signal Control PDF
  Zhishuai Li, Wolfgang Ketter, Rui Zhao 0001, Haoyuan Jiang, Hangyu Mao, Ziyue Li 0002, Lei Bai 0001
• Neuro-symbolic Tuning for Multi-hop Reasoning over Spatial Language PDF
  Tanawan Premsri, Parisa Kordjamshidi
• Neurosymbolic Visual Commonsense: On Integrated Reasoning and Learning about Space and Motion in Embodied Multimodal Interaction PDF
  Mehul Bhatt