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Gunmin Lee
Gunmin Lee
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Deep predictive autonomous driving using multi-agent joint trajectory prediction and traffic rules
K Cho, T Ha, G Lee, S Oh
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems ¡¦, 2019
412019
Mixgail: Autonomous driving using demonstrations with mixed qualities
G Lee, D Kim, W Oh, K Lee, S Oh
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems ¡¦, 2020
232020
Sequential preference ranking for efficient reinforcement learning from human feedback
M Hwang, G Lee, H Kee, CW Kim, K Lee, S Oh
Advances in Neural Information Processing Systems 36, 49088-49099, 2023
82023
Road graphical neural networks for autonomous roundabout driving
T Ha, G Lee, D Kim, S Oh
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems ¡¦, 2021
82021
Scan: Socially-aware navigation using monte carlo tree search
J Oh, J Heo, J Lee, G Lee, M Kang, J Park, S Oh
2023 IEEE International Conference on Robotics and Automation (ICRA), 7576-7582, 2023
52023
Semi-Supervised Imitation Learning with Mixed Qualities of Demonstrations for Autonomous Driving
G Lee, W Oh, J Oh, S Shin, D Kim, J Jeong, S Choi, S Oh
2022 22nd International Conference on Control, Automation and Systems (ICCAS ¡¦, 2022
22022
Towards defensive autonomous driving: Collecting and probing driving demonstrations of mixed qualities
J Oh, G Lee, J Park, W Oh, J Heo, H Chung, DH Kim, B Park, CG Lee, ...
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems ¡¦, 2022
22022
Safe CoR: A Dual-Expert Approach to Integrating Imitation Learning and Safe Reinforcement Learning Using Constraint Rewards
H Kwon, G Lee, J Lee, S Oh
2024 IEEE/RSJ International Conference on Intelligent Robots and Systems ¡¦, 2024
12024
Dual Variable Actor-Critic for Adaptive Safe Reinforcement Learning
J Lee, J Heo, D Kim, G Lee, S Oh
2023 IEEE/RSJ International Conference on Intelligent Robots and Systems ¡¦, 2023
12023
RIANet++: Road Graph and Image Attention Networks for Robust Urban Autonomous Driving Under Road Changes
T Ha, J Oh, G Lee, J Heo, DH Kim, B Park, CG Lee, S Oh
IEEE Robotics and Automation Letters, 2023
12023
RIANet: Road graph and image attention network for urban autonomous driving
T Ha, J Oh, H Chung, G Lee, S Oh
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems ¡¦, 2022
12022
Stage-Wise Reward Shaping for Acrobatic Robots: A Constrained Multi-Objective Reinforcement Learning Approach
D Kim, H Kwon, J Kim, G Lee, S Oh
arXiv preprint arXiv:2409.15755, 2024
2024
MAC-ID: Multi-Agent Reinforcement Learning with Local Coordination for Individual Diversity
H Chung, J Oh, J Heo, G Lee, S Oh
2024 IEEE International Conference on Robotics and Automation (ICRA), 15233 ¡¦, 2024
2024
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