Sangeun Park, Chanin Eom, Minhae Kwon, "System and method for inferring driving tendencies of vehicles on the road and roadside units for performing the same," US Patent, filed on April 21, 2025 (Application no. US 19/184,047)
Sangeun Park, Chanin Eom, Minhae Kwon, "Device and method for inferring driving tendencies of a vehicle," US Patent, filed on April 21, 2025 (Application no. US 19/184,029)
Sangeun Park, Chanin Eom, Minhae Kwon, "System and method for inferring driving tendencies of vehicles on the road and roadside units for performing the same," Korean Patent, filed on February 12, 2025 (Application no. 10-2025-0018301)
Sangeun Park, Chanin Eom, Minhae Kwon, "Device and method for inferring driving tendencies of a vehicle," Korean Patent, filed on February 12, 2025 (Application no. 10-2025-0018300)
Sangeun Park, Minhae Kwon, "MLP-based behavior tendency prediction model training program," Korea Copyright Commission, September 5, 2025. (Registration no. C-2025-035245)
Sangeun Park, Minhae Kwon, "Transformer-based driving tendency prediction model training program," Korea Copyright Commission, October 16, 2024. (Registration no. C-2024-036838)
Sangeun Park, Minhae Kwon, "LSTM-based driving tendency prediction model training program," Korea Copyright Commission, October 16, 2024. (Registration no. C-2024-036837)
Sangeun Park, Chanin Eom, Jaehwi Lee, Dongsu Lee, Minhae Kwon, "Jerk-based penalty for training an autonomous driving strategy through deep reinforcement learning," Korea Copyright Commission, May 30, 2024. (Registration no. C-2024-018711)
Sangeun Park, Chanin Eom, Jaehwi Lee, Dongsu Lee, Minhae Kwon, "Visualization program for autonomous vehicle speed data in the merging zone based on position data," Korea Copyright Commission, May 30, 2024. (Registration no. C-2024-018710)
Sangeun Park, Chanin Eom, Jaehwi Lee, Dongsu Lee, Minhae Kwon, "Autonomous driving strategy training program for stable acceleration control based on deep reinforcement learning," Korea Copyright Commission, May 30, 2024. (Registration no. C-2024-018709)
Sangeun Park, Chanin Eom, Jaehwi Lee, Dongsu Lee, Minhae Kwon, "DDPG-based autonomous driving strategy training program with curriculum learning," Korea Copyright Commission, May 30, 2024. (Registration no. C-2024-018708)
Sangeun Park, Chanin Eom, Jaehwi Lee, Dongsu Lee, Minhae Kwon, "Training an autonomous driving strategy through deep reinforcement learning based on a lane-changing cost function," Korea Copyright Commission, May 30, 2024. (Registration no. C-2024-018707)