Derek Yang

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 8

Top Topics

Hierarchical Decomposition

Central Limit Theorem

Reinforcement Learning

Eligibility Traces

Top Venues

NeurIPS Datasets and Benchmarks

Publications

Tongzhou Mu, Zhan Ling, Fanbo Xiang, Derek Yang, Xuanlin Li, Stone Tao, Zhiao Huang, Zhiwei Jia, Hao Su
ManiSkill: Generalizable Manipulation Skill Benchmark with Large-Scale Demonstrations. NeurIPS Datasets and Benchmarks (2021)
Tongzhou Mu, Zhan Ling, Fanbo Xiang, Derek Yang, Xuanlin Li, Stone Tao, Zhiao Huang, Zhiwei Jia, Hao Su
ManiSkill: Learning-from-Demonstrations Benchmark for Generalizable Manipulation Skills. CoRR (2021)
Zichuan Lin, Derek Yang, Li Zhao, Tao Qin, Guangwen Yang, Tie-Yan Liu
RD$^2$: Reward Decomposition with Representation Decomposition. NeurIPS (2020)
Zichuan Lin, Li Zhao, Derek Yang, Tao Qin, Guangwen Yang, Tie-Yan Liu
Distributional Reward Decomposition for Reinforcement Learning. CoRR (2019)
Zichuan Lin, Li Zhao, Derek Yang, Tao Qin, Tie-Yan Liu, Guangwen Yang
Distributional Reward Decomposition for Reinforcement Learning. NeurIPS (2019)
Zhige Li, Derek Yang, Li Zhao, Jiang Bian, Tao Qin, Tie-Yan Liu
Individualized Indicator for All: Stock-wise Technical Indicator Optimization with Stock Embedding. KDD (2019)
Derek Yang, Li Zhao, Zichuan Lin, Tao Qin, Jiang Bian, Tie-Yan Liu
Fully Parameterized Quantile Function for Distributional Reinforcement Learning. NeurIPS (2019)
Derek Yang, Li Zhao, Zichuan Lin, Tao Qin, Jiang Bian, Tie-Yan Liu
Fully Parameterized Quantile Function for Distributional Reinforcement Learning. CoRR (2019)
Adrian Tang, Frank Hsiao, David Murphy, I-Ning Ku, Jenny Yi-Chun Liu, Sandeep D'Souza, Ning-Yi Wang, Hao Wu, Yen-Hsiang Wang, Mandy Tang, Gabriel Virbila, Mike Pham, Derek Yang, Qun Jane Gu, Yi-Cheng Wu, Yen-Cheng Kuan, Charles Chien, Mau-Chung Frank Chang
A low-overhead self-healing embedded system for ensuring high yield and long-term sustainability of 60GHz 4Gb/s radio-on-a-chip. ISSCC (2012)
Frank Hsiao, Adrian Tang, Derek Yang, Mike Pham, Mau-Chung Frank Chang
A 7Gb/s SC-FDE/OFDM MMSE equalizer for 60GHz wireless communications. A-SSCC (2011)