Yuda Song

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 11

Top Topics

Reinforcement Learning

Contourlet Transform

Markov Decision Problems

Top Venues

IEEE Signal Process. Lett.

Publications

Xuezhou Zhang, Yuda Song, Masatoshi Uehara, Mengdi Wang, Alekh Agarwal, Wen Sun
Efficient Reinforcement Learning in Block MDPs: A Model-free Representation Learning Approach. CoRR (2022)
Yuda Song, Wen Sun
PC-MLP: Model-based Reinforcement Learning with Policy Cover Guided Exploration. ICML (2021)
Ye Yuan, Yuda Song, Zhengyi Luo, Wen Sun, Kris Kitani
Transform2Act: Learning a Transform-and-Control Policy for Efficient Agent Design. CoRR (2021)
Yuda Song, Wen Sun
PC-MLP: Model-based Reinforcement Learning with Policy Cover Guided Exploration. CoRR (2021)
Yuda Song, Hui Qian, Xin Du
StarEnhancer: Learning Real-Time and Style-Aware Image Enhancement. CoRR (2021)
Yuda Song, Yunfang Zhu, Xin Du
Grouped Multi-Scale Network for Real-World Image Denoising. IEEE Signal Process. Lett. 27 (2020)
Yuda Song, Aditi Mavalankar, Wen Sun, Sicun Gao
Provably Efficient Model-based Policy Adaptation. CoRR (2020)
Yuda Song, Aditi Mavalankar, Wen Sun, Sicun Gao
Provably Efficient Model-based Policy Adaptation. ICML (2020)
Yuda Song, Yunfang Zhu, Xin Du
Model Parameter Learning for Real-Time High-Resolution Image Enhancement. IEEE Signal Process. Lett. 27 (2020)
Yuda Song, Yunfang Zhu, Xin Du
Automatical Enhancement and Denoising of Extremely Low-light Images. ICPR (2020)
Yuda Song, Yunfang Zhu, Xin Du
Dynamic Residual Dense Network for Image Denoising. Sensors 19 (17) (2019)