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Journal Articles
- 2021
[j1]Heasung Kim
, Taehyun Cho, Jungwoo Lee, Wonjae Shin, H. Vincent Poor:
Optimized Shallow Neural Networks for Sum-Rate Maximization in Energy Harvesting Downlink Multiuser NOMA Systems. IEEE J. Sel. Areas Commun. 39(4): 982-997 (2021)
Conference and Workshop Papers
- 2023
- [c5]Taehyun Cho, Seungyub Han, Heesoo Lee, Kyungjae Lee, Jungwoo Lee:
Pitfall of Optimism: Distributional Reinforcement Learning by Randomizing Risk Criterion. NeurIPS 2023 - [c4]Dohyeok Lee, Seungyub Han, Taehyun Cho, Jungwoo Lee:
SPQR: Controlling Q-ensemble Independence with Spiked Random Model for Reinforcement Learning. NeurIPS 2023 - [c3]Seungyub Han, Yeongmo Kim, Taehyun Cho, Jungwoo Lee:
On the Convergence of Continual Learning with Adaptive Methods. UAI 2023: 809-818 - 2021
- [c2]Sangwoo Hong, Heecheol Yang, Youngseok Yoon, Taehyun Cho, Jungwoo Lee:
Chebyshev Polynomial Codes: Task Entanglement-based Coding for Distributed Matrix Multiplication. ICML 2021: 4319-4327 - 2020
- [c1]Heasung Kim, Taehyun Cho, Jungwoo Lee, Wonjae Shin, H. Vincent Poor:
An Efficient Neural Network Architecture for Rate Maximization in Energy Harvesting Downlink Channels. ISIT 2020: 2498-2503
Informal and Other Publications
- 2024
- [i5]Dohyeok Lee, Seungyub Han, Taehyun Cho, Jungwoo Lee:
SPQR: Controlling Q-ensemble Independence with Spiked Random Model for Reinforcement Learning. CoRR abs/2401.03137 (2024) - [i4]Seungyub Han, Yeongmo Kim, Taehyun Cho, Jungwoo Lee:
On the Convergence of Continual Learning with Adaptive Methods. CoRR abs/2404.05555 (2024) - [i3]Dohyeong Kim, Taehyun Cho, Seungyub Han, Hojun Chung, Kyungjae Lee, Songhwai Oh:
Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees. CoRR abs/2405.18698 (2024) - [i2]Taehyun Cho, Seungyub Han, Kyungjae Lee, Seokhun Ju, Dohyeong Kim, Jungwoo Lee:
Tractable and Provably Efficient Distributional Reinforcement Learning with General Value Function Approximation. CoRR abs/2407.21260 (2024) - 2023
- [i1]Taehyun Cho, Seungyub Han, Heesoo Lee, Kyungjae Lee, Jungwoo Lee:
Pitfall of Optimism: Distributional Reinforcement Learning by Randomizing Risk Criterion. CoRR abs/2310.16546 (2023)
Coauthor Index
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