Daniel Wontae Nam

Daniel Wontae Nam

Kakao Brain - Seoul / South Korea
Engineering & Technology / Computer Science
AD Scientific Index ID: 5066454
코코아 뇌
person_outline Daniel Wontae Nam's MOST POPULAR ARTICLES
1-) Free-form optimization of nanophotonic devices: from classical methods to deep learningJ Park, S Kim, DW Nam, H Chung, CY Park, MS JangNanophotonics, 2022502022
2-) Curiosity-bottleneck: Exploration by distilling task-specific noveltyY Kim, W Nam, H Kim, JH Kim, G KimInternational Conference on Machine Learning, 3379-3388, 2019472019
3-) Structural optimization of a one-dimensional freeform metagrating deflector via deep reinforcement learningD Seo, DW Nam, J Park, CY Park, MS JangACS Photonics 9 (2), 452-458, 2021182021
4-) GMAC: A Distributional Perspective on Actor-Critic FrameworkDW Nam, Y Kim, CY ParkInternational Conference on Machine Learning, 7927-7936, 2021192021
5-) Leco: Learnable episodic count for task-specific intrinsic rewardD Jo, S Kim, D Nam, T Kwon, S Rho, J Kim, D LeeAdvances in Neural Information Processing Systems 35, 30432-30445, 202282022