Publications

Harin Lee, Taehyun Hwang, Min-hwan Oh (2024). Lasso Bandit with Compatibility Condition on Optimal Arm. arXiv preprint.

Wooseong Cho, Taehyun Hwang, Joongkyu Lee, Min-hwan Oh (2024). Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation. NeurIPS 2024.

Taehyun Hwang, Kyuwook Chai, Min-hwan Oh (2023). Combinatorial Neural Bandits. ICML 2023.

Taehyun Hwang, Min-hwan Oh (2022). Model-Based Reinforcement Learning with Multinomial Logistic Function Approximation. AAAI 2023 [Oral presentation].

Kyungmin Baek, Taehyun Hwang, Wonseok Lee, Hayoung Chung, Maenghyo Cho (2022). Deep Learning Aided Evaluation for Electromechanical Properties of Complexly Structured Polymer Nanocomposites. Compos Sci Technol (2022).

Taehyun Hwang, Rhee Man Kil, Hyun Ku Lee, Jung Ho Kim, Jae Heon Ko, Jeil Jo, Junghoon Lee (2020). Estimation of Jamming Parameters based on Gaussian Kernel Function Networks. Journal of the KIMST (2020).