Daoming Lyu

PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making

Fangkai Yang, Daoming Lyu, Bo Liu et al. · 2018 · 98 citations · Full text

Artificial Intelligence, Engineering, Decision Science +19

SDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning

Daoming Lyu, Fangkai Yang, Bo Liu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 97 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

A Block Coordinate Ascent Algorithm for Mean-Variance Optimization

Bo Liu, Tengyang Xie, Yangyang Xu et al. · arXiv (Cornell University) · 2018 · 25 citations · Full text

Mathematical Programming, Large-scale Global Optimization, Fenchel Dual +16

TDM: Trustworthy Decision-Making Via Interpretability Enhancement

Daoming Lyu, Fangkai Yang, Hugh Kwon et al. · IEEE Transactions on Emerging Topics in Computational Intelligence · 2021 · 21 citations · Full text

Artificial Intelligence, Engineering, Verification +23

PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making

Fangkai Yang, Daoming Lyu, Bo Liu et al. · arXiv (Cornell University) · 2018 · 19 citations · Full text