Daniel Wontae Nam
Daniel Wontae Nam
Kakao Brain Corp.
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Curiosity-bottleneck: Exploration by distilling task-specific novelty
Y Kim, W Nam, H Kim, JH Kim, G Kim
International Conference on Machine Learning, 3379-3388, 2019
Free-form optimization of nanophotonic devices: from classical methods to deep learning
J Park, S Kim, DW Nam, H Chung, CY Park, MS Jang
Nanophotonics, 2022
GMAC: A Distributional Perspective on Actor-Critic Framework
DW Nam, Y Kim, CY Park
International Conference on Machine Learning, 7927-7936, 2021
Structural optimization of a one-dimensional freeform metagrating deflector via deep reinforcement learning
D Seo, DW Nam, J Park, CY Park, MS Jang
ACS Photonics 9 (2), 452-458, 2021
LECO: Learnable Episodic Count for Task-Specific Intrinsic Reward
D Jo, S Kim, DW Nam, T Kwon, S Rho, J Kim, D Lee
arXiv preprint arXiv:2210.05409, 2022
Deep reinforcement learning enables freeform structure optimization of 1D metagrating deflector
D Seo, DW Nam, J Park, CY Park, MS Jang
Novel Optical Systems, Methods, and Applications XXV 12216, 122160G, 2022
Deep Learning Approach for Linear Locomotion Control of Spherical Robot
DW Nam, C Lee, J Choi, Y Kim, SG Lee
2019 19th International Conference on Control, Automation and Systems (ICCAS …, 2019
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