Gaon An

According to our database, Gaon An authored at least 6 papers between 2019 and 2023.

Collaborative distances:

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

2023

Designing an offline reinforcement learning objective from scratch.

Gaon An, Junhyeok Lee, Xingdong Zuo, Norio Kosaka, Kyung-Min Kim, Hyun Oh Song

CoRR, 2023

Direct Preference-based Policy Optimization without Reward Modeling.

Gaon An, Junhyeok Lee, Xingdong Zuo, Norio Kosaka, Kyung-Min Kim, Hyun Oh Song

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Optimal channel selection with discrete QCQP.

Yeonwoo Jeong, Deokjae Lee, Gaon An, Changyong Son, Hyun Oh Song

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

Preemptive Image Robustification for Protecting Users against Man-in-the-Middle Adversarial Attacks.

Seungyong Moon, Gaon An, Hyun Oh Song

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble.

Gaon An, Seungyong Moon, Jang-Hyun Kim, Hyun Oh Song

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization.

Seungyong Moon, Gaon An, Hyun Oh Song

Proceedings of the 36th International Conference on Machine Learning, 2019