D. W. Nam

Structural Optimization of a One-Dimensional Freeform Metagrating Deflector via Deep Reinforcement Learning

Chan Y. Park, M. Jang, Dongjin Seo, 2021, ACS Photonics.

LECO: Learnable Episodic Count for Task-Specific Intrinsic Reward

Sungwoong Kim, Seungeun Rho, D. W. Nam, 2022, NeurIPS.

Free-form optimization of nanophotonic devices: from classical methods to deep learning

M. Jang, Haejun Chung, D. W. Nam, 2022, Nanophotonics.

GMAC: A Distributional Perspective on Actor-Critic Framework pdf

Daniel Wontae Nam, Younghoon Kim, Chan Y. Park, 2021, ICML.

Effortless Integration of Memory Management into Open-Domain Conversation Systems

Minjoon Seo, Sungwoong Kim, Kyoung-Woon On, 2023, ArXiv.

Efficient Latent Variable Modeling for Knowledge-Grounded Dialogue Generation

D. W. Nam, DaeJin Jo, Eunseop Yoon, 2023, EMNLP.