Giseung Park

According to our database, Giseung Park authored at least 9 papers between 2018 and 2026.

Collaborative distances:

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

2026

Constrained Multi-Objective Reinforcement Learning with Max-Min Criterion.

Giseung Park, Hyunyoung Nam, Woohyeon Byeon, Amir Leshem, Youngchul Sung

CoRR, May, 2026

Generalized Per-Agent Advantage Estimation for Multi-Agent Policy Optimization.

Seongmin Kim, Giseung Park, Woojun Kim, Jiwon Jeon, Seungyul Han, Youngchul Sung

CoRR, March, 2026

2025

Adaptive multi-model fusion learning for sparse-reward reinforcement learning.

Giseung Park, Whiyoung Jung, Seungyul Han, Sungho Choi, Youngchul Sung

Neurocomputing, 2025

Multi-Objective Reinforcement Learning with Max-Min Criterion: A Game-Theoretic Approach.

Woohyeon Byeon, Giseung Park, Jongseong Chae, Amir Leshem, Youngchul Sung

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Reward Dimension Reduction for Scalable Multi-Objective Reinforcement Learning.

Giseung Park, Youngchul Sung

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

The Max-Min Formulation of Multi-Objective Reinforcement Learning: From Theory to a Model-Free Algorithm.

Giseung Park, Woohyeon Byeon, Seongmin Kim, Elad Havakuk, Amir Leshem, Youngchul Sung

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

2022

Blockwise Sequential Model Learning for Partially Observable Reinforcement Learning.

Giseung Park, Sungho Choi, Youngchul Sung

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

2020

Population-Guided Parallel Policy Search for Reinforcement Learning.

Whiyoung Jung, Giseung Park, Youngchul Sung

Proceedings of the 8th International Conference on Learning Representations, 2020

2018

5G K-Simulator: Link Level Simulator for 5G.

Giseung Park, Sangwoo Park, Junyeong Seo, Jungho So, Woowan Wang, Seungmin Yoo, Seung-Chan Lim, Jihoon Chung, Myungsik Cho, Daehan Ha, Joonhyuk Kang, Hyuncheol Park, Youngchul Sung

Proceedings of the 2018 IEEE International Symposium on Dynamic Spectrum Access Networks, 2018