Qtran: Learning to factorize with transformation for cooperative multi-agent reinforcement learning K Son, D Kim, WJ Kang, DE Hostallero, Y Yi International conference on machine learning, 5887-5896, 2019 | 764 | 2019 |
Learning to schedule communication in multi-agent reinforcement learning D Kim, S Moon, D Hostallero, WJ Kang, T Lee, K Son, Y Yi arXiv preprint arXiv:1902.01554, 2019 | 214 | 2019 |
Rumor source detection under querying with untruthful answers J Choi, S Moon, J Woo, K Son, J Shin, Y Yi IEEE INFOCOM 2017-IEEE Conference on Computer Communications, 1-9, 2017 | 32 | 2017 |
QTRAN++: improved value transformation for cooperative multi-agent reinforcement learning K Son, S Ahn, RD Reyes, J Shin, Y Yi arXiv preprint arXiv:2006.12010, 2020 | 23* | 2020 |
Inducing cooperation through reward reshaping based on peer evaluations in deep multi-agent reinforcement learning DE Hostallero, D Kim, S Moon, K Son, WJ Kang, Y Yi Proceedings of the 19th International Conference on Autonomous Agents and ¡¦, 2020 | 17 | 2020 |
Neuro-DCF: Design of wireless MAC via multi-agent reinforcement learning approach S Moon, S Ahn, K Son, J Park, Y Yi Proceedings of the Twenty-second International Symposium on Theory ¡¦, 2021 | 13 | 2021 |
Information source finding in networks: Querying with budgets J Choi, S Moon, J Woo, K Son, J Shin, Y Yi IEEE/ACM Transactions on Networking 28 (5), 2271-2284, 2020 | 12 | 2020 |
Solving continual combinatorial selection via deep reinforcement learning H Song, H Jang, HH Tran, S Yoon, K Son, D Yun, H Chung, Y Yi arXiv preprint arXiv:1909.03638, 2019 | 12 | 2019 |
Ai-based drone object tracking system: design and implementation D Kim, WJ Kang, YP Koo, JH Bang, KH Son, D Hostallero, S Yoon, H Yeo, ... The Journal of Korean Institute of Communications and Information Sciences ¡¦, 2017 | 12* | 2017 |
Disentangling sources of risk for distributional multi-agent reinforcement learning K Son, J Kim, Y Yi, J Shin | 7 | 2021 |
Imitating graph-based planning with goal-conditioned policies J Kim, Y Seo, S Ahn, K Son, J Shin arXiv preprint arXiv:2303.11166, 2023 | 5 | 2023 |
Curiosity-Driven Multi-Agent Exploration with Mixed Objectives RD Reyes, K Son, J Jung, WJ Kang, Y Yi arXiv preprint arXiv:2210.16468, 2022 | 3 | 2022 |
On the Efficiency of Running Machine Learning Tasks for Drone-Based Target Tracking : Cloud-Based vs. Drone-Based ¼Õ°æȯ£¬ ±è´ë¿ì£¬ ¹æÁöȯ£¬ °¿ÏÁÖ£¬ À±¼¼Àº£¬ ±¸À±Ç¥£¬ ¿©ÇöÈ££¬ ÇÏÀçÇü£¬ ... Çѱ¹Åë½ÅÇÐȸ³í¹®Áö 43 (1), 143-151, 2018 | 1* | 2018 |
Curiosity-Driven Multi-Agent Exploration with Mixed Objectives R Delos Reyes, K Son, J Jung, WJ Kang, Y Yi arXiv e-prints, arXiv: 2210.16468, 2022 | | 2022 |
Learning to factorize with regularization for cooperative multi-agent reinforcement learning K Son Çѱ¹°úÇбâ¼ú¿ø, 2019 | | 2019 |
Research Trends in Artificial Intelligence Technology for Smart Drones ±¸À±Ç¥£¬ ¼Õ°æȯ£¬ ÀÌÀ¶ Á¤º¸°úÇÐȸÁö 37 (1), 38-44, 2019 | | 2019 |
An Implementation of Multi-hop Voice Communication System Using Drones ±¸À±Ç¥£¬ ¹æÁöȯ£¬ ¼Õ°æȯ£¬ ½Å¼öÈ££¬ ¾È¼ö¸í£¬ ÀÌÀ¶£¬ À¯Á¤ÈÆ£¬ ±èÀç½Å Çѱ¹Åë½ÅÇÐȸ Çмú´ëȸ³í¹®Áý, 220-221, 2017 | | 2017 |