Yunhyeok Kwak

According to our database, Yunhyeok Kwak authored at least 4 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction.

Yunhyeok Kwak, Inwoo Hwang, Dooyoung Kim, Sanghack Lee, Byoung-Tak Zhang

CoRR, 2024

Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning.

Inwoo Hwang, Yunhyeok Kwak, Suhyung Choi, Byoung-Tak Zhang, Sanghack Lee

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition.

Inwoo Hwang, Yunhyeok Kwak, Yeon-Ji Song, Byoung-Tak Zhang, Sanghack Lee

Proceedings of the Conference on Causal Learning and Reasoning, 2023

2022

SelecMix: Debiased Learning by Contradicting-pair Sampling.

Inwoo Hwang, Sangjun Lee, Yunhyeok Kwak, Seong Joon Oh, Damien Teney, Jin-Hwa Kim, Byoung-Tak Zhang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022