papers
Publications (4)
cs.AI2019
SDRL: Interpretable and Data-efficient Deep Reinforcement Learning Leveraging Symbolic Planning
Daoming Lyu, Fangkai Yang, Bo Liu +1
cs.LG2017
O$^2$TD: (Near)-Optimal Off-Policy TD Learning
Bo Liu, Daoming Lyu, Wen Dong +1
cs.LG2018
A Block Coordinate Ascent Algorithm for Mean-Variance Optimization
Bo Liu, Tengyang Xie, Yangyang Xu +4
cs.LG2018
PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making
Fangkai Yang, Daoming Lyu, Bo Liu +1