교수

교수

교수

성영철

Sung, Youngchul
성영철.jpg

연구디비젼

Communication

주요 연구

Signal Processing, Statistical Inference, Reinforcement Learning

소속연구실

스마트 정보 시스템 연구실

위치

IT융합빌딩 (N1)

, 614

연락처

3484

이메일

학위
Ph.D. (2005) Cornell University, Ithaca, NY
대표업적
  • Giseung Park, Sungho Choi and Youngchul Sung, “Blockwise sequential model learning for partially observable reinforcement learning,” the 36rd AAAI Conference on Artificial Intelligence (AAAI ) 2022, Feb. 2022
  • Seungyul Han and Youngchul Sung, “A max-min entropy framework for reinforcement learning,” Conference on Neural Information Processing Systems (NeurIPS) 2021
  • Seungyul Han and Youngchul Sung, “Diversity actor-critic: Sample-aware entropy regularization for sample-efficient exploration,” International Conference on Machine Learning (ICML) 2021, Jul. 2021
  • Woonjun Kim, Jongeui Park, and Youngchul Sung, “Communication in multi-agent reinforcement learning: Intention sharing,” International Conference on Learning Representations (ICLR) 2021, May 2021
  • Whiyoung Jung, Giseung Park, and Youngchul Sung, “Population-Guided Parallel Policy Search for Reinforcement Learning,” International Conference on Learning Representations (ICLR) 2020, Vienna, Austria, May 2020