| Machine learning for advanced wireless sensor networks: A review T Kim, LF Vecchietti, K Choi, S Lee, D Har IEEE Sensors Journal 21 (11), 12379-12397, 2020 | 99 | 2020 |
| Rewards prediction-based credit assignment for reinforcement learning with sparse binary rewards M Seo, LF Vecchietti, S Lee, D Har IEEE Access 7, 118776-118791, 2019 | 57 | 2019 |
| Sampling rate decay in hindsight experience replay for robot control LF Vecchietti, M Seo, D Har IEEE Transactions on Cybernetics 52 (3), 1515-1526, 2020 | 31 | 2020 |
| AI world cup: robot-soccer-based competitions C Hong, I Jeong, LF Vecchietti, D Har, JH Kim IEEE Transactions on Games 13 (4), 330-341, 2021 | 24 | 2021 |
| Short-term predictive power management of PV-powered nanogrids S Lee, H Jin, LF Vecchietti, J Hong, D Har Ieee Access 8, 147839-147857, 2020 | 21 | 2020 |
| Cooperative decentralized peer‐to‐peer electricity trading of nanogrid clusters based on predictions of load demand and PV power generation using a gated recurrent unit model S Lee, H Jin, LF Vecchietti, J Hong, KB Park, PN Son, D Har IET Renewable Power Generation 15 (15), 3505-3523, 2021 | 17 | 2021 |
| Sensing accident-prone features in urban scenes for proactive driving and accident prevention S Mishra, PK Rajendran, LF Vecchietti, D Har IEEE Transactions on Intelligent Transportation Systems 24 (9), 9401-9414, 2023 | 14 | 2023 |
| Batch prioritization in multigoal reinforcement learning LF Vecchietti, T Kim, K Choi, J Hong, D Har IEEE Access 8, 137449-137461, 2020 | 14 | 2020 |
| Power management by LSTM network for nanogrids S Lee, LF Vecchietti, H Jin, J Hong, D Har IEEE Access 8, 24081-24097, 2020 | 12 | 2020 |
| Pose estimation utilizing a gated recurrent unit network for visual localization S Kim, I Kim, LF Vecchietti, D Har Applied Sciences 10 (24), 8876, 2020 | 7 | 2020 |
| RelMobNet: End-to-end relative camera pose estimation using a robust two-stage training PK Rajendran, S Mishra, LF Vecchietti, D Har European Conference on Computer Vision, 238-252, 2022 | 6 | 2022 |
| Two-stage training algorithm for AI robot soccer T Kim, LF Vecchietti, K Choi, S Sariel, D Har PeerJ Computer Science 7, e718, 2021 | 4 | 2021 |
| Protein sequence design in a latent space via model-based reinforcement learning M Lee, LF Vecchietti, H Jung, H Ro, M Cha, HM Kim | 3 | 2023 |
| Power Management of Nanogrid Cluster with P2P Electricity Trading Based on Future Trends of Load Demand and PV Power Production S Lee, H Jin, LF Vecchietti, J Hong, KB Park, D Har arXiv preprint arXiv:2009.00863, 2020 | 2 | 2020 |
| Off-Policy Reinforcement Learning with Loss Function Weighted by Temporal Difference Error B Park, T Kim, W Moon, SH Nengroo, D Har International Conference on Intelligent Computing, 600-613, 2023 | 1 | 2023 |
| A Lightweight Domain Adaptive Absolute Pose Regressor Using Barlow Twins Objective PK Rajendran, QV Lai-Dang, LF Vecchietti, D Har arXiv preprint arXiv:2211.10963, 2022 | 1 | 2022 |
| Structure-based representation for protein functionality prediction using machine learning M Lee, A Rzayev, H Jung, LF Vecchietti, M Cha, H Kim 한국정보과학회 학술발표논문집, 2087-2089, 2022 | 1 | 2022 |
| Optimal Link Scheduling Based on Attributes of Nodes in 6TiSCH Wireless Networks S Lee, D Har, LF Vecchietti, J Hong, HJ Lim 한국정보기술학회논문지 18 (1), 77-92, 2020 | 1 | 2020 |
| Recent advances in interpretable machine learning using structure-based protein representations LF Vecchietti, M Lee, B Hangeldiyev, H Jung, H Park, TK Kim, M Cha, ... arXiv preprint arXiv:2409.17726, 2024 | | 2024 |
| Robust Optimization in Protein Fitness Landscapes Using Reinforcement Learning in Latent Space M Lee, LF Vecchietti, H Jung, HJ Ro, M Cha, HM Kim arXiv preprint arXiv:2405.18986, 2024 | | 2024 |
