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2020 – today
- 2024
[c6]Yonghyeon Jo, Sunwoo Lee, Junghyuk Yeom, Seungyul Han:
FoX: Formation-Aware Exploration in Multi-Agent Reinforcement Learning. AAAI 2024: 12985-12994- [i10]Junghyuk Yeom, Yonghyeon Jo, Jungmo Kim, Sanghyeon Lee, Seungyul Han:
Exclusively Penalized Q-learning for Offline Reinforcement Learning. CoRR abs/2405.14082 (2024) - 2023
- [c5]Sungho Choi, Seungyul Han, Woojun Kim, Jongseong Chae, Whiyoung Jung, Youngchul Sung:
Domain Adaptive Imitation Learning with Visual Observation. NeurIPS 2023 - [i9]Yonghyeon Jo, Sunwoo Lee, Junghyuk Yum, Seungyul Han:
FoX: Formation-aware exploration in multi-agent reinforcement learning. CoRR abs/2308.11272 (2023) - [i8]Sungho Choi, Seungyul Han, Woojun Kim, Jongseong Chae, Whiyoung Jung, Youngchul Sung:
Domain Adaptive Imitation Learning with Visual Observation. CoRR abs/2312.00548 (2023) - 2022
- [c4]Jongseong Chae, Seungyul Han, Whiyoung Jung, Myungsik Cho, Sungho Choi, Youngchul Sung:
Robust Imitation Learning against Variations in Environment Dynamics. ICML 2022: 2828-2852 - [i7]Jongseong Chae, Seungyul Han, Whiyoung Jung, Myungsik Cho, Sungho Choi, Youngchul Sung:
Robust Imitation Learning against Variations in Environment Dynamics. CoRR abs/2206.09314 (2022) - 2021
- [c3]Seungyul Han, Youngchul Sung:
Diversity Actor-Critic: Sample-Aware Entropy Regularization for Sample-Efficient Exploration. ICML 2021: 4018-4029 - [c2]Seungyul Han, Youngchul Sung:
A Max-Min Entropy Framework for Reinforcement Learning. NeurIPS 2021: 25732-25745 - [i6]Seungyul Han, Youngchul Sung:
A Max-Min Entropy Framework for Reinforcement Learning. CoRR abs/2106.10517 (2021) - 2020
- [i5]Seungyul Han, Youngchul Sung:
Diversity Actor-Critic: Sample-Aware Entropy Regularization for Sample-Efficient Exploration. CoRR abs/2006.01419 (2020) - [i4]Sohee Bae, Seungyul Han, Youngchul Sung:
A Reinforcement Learning Formulation of the Lyapunov Optimization: Application to Edge Computing Systems with Queue Stability. CoRR abs/2012.07279 (2020)
2010 – 2019
- 2019
- [c1]Seungyul Han, Youngchul Sung:
Dimension-Wise Importance Sampling Weight Clipping for Sample-Efficient Reinforcement Learning. ICML 2019: 2586-2595 - [i3]Seungyul Han, Youngchul Sung:
Dimension-Wise Importance Sampling Weight Clipping for Sample-Efficient Reinforcement Learning. CoRR abs/1905.02363 (2019) - 2017
- [j1]Seungyul Han
, Youngchul Sung, Yong Hoon Lee:
Filter Design for Generalized Frequency-Division Multiplexing. IEEE Trans. Signal Process. 65(7): 1644-1659 (2017) - [i2]Seungyul Han, Youngchul Sung:
Multi-Batch Experience Replay for Fast Convergence of Continuous Action Control. CoRR abs/1710.04423 (2017) - 2016
- [i1]Seungyul Han, Youngchul Sung, Yong Hoon Lee:
Filter Design for Generalized Frequency-Division Multiplexing. CoRR abs/1607.04004 (2016)
Coauthor Index
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