Efficient Entropy For Policy Gradient with Multi-Dimensional Action Space. - Yiming Zhang 010; Quan Ho Vuong; Kenny Song; Xiao-Yue Gong; Keith W. Ross (ICLR (Workshop), 2018)

Supervised Policy Update. - Quan Ho Vuong; Yiming Zhang 010; Keith W. Ross (CoRR, 2018)

Efficient Entropy for Policy Gradient with Multidimensional Action Space. - Yiming Zhang 010; Quan Ho Vuong; Kenny Song; Xiao-Yue Gong; Keith W. Ross (CoRR, 2018)

Supervised Policy Update for Deep Reinforcement Learning. - Quan Ho Vuong; Yiming Zhang 010; Keith W. Ross (ICLR (Poster), 2019)

First Order Constrained Optimization in Policy Space. - Yiming Zhang 010; Quan Vuong; Keith W. Ross (NeurIPS, 2020)

First Order Optimization in Policy Space for Constrained Deep Reinforcement Learning. - Yiming Zhang 010; Quan Vuong; Keith W. Ross (CoRR, 2020)

On-Policy Deep Reinforcement Learning for the Average-Reward Criterion. - Yiming Zhang 010; Keith W. Ross (ICML, 2021)

Aggressive Q-Learning with Ensembles: Achieving Both High Sample Efficiency and High Asymptotic Performance. - Yanqiu Wu 002; Xinyue Chen; Che Wang; Yiming Zhang 010; Zijian Zhou; Keith W. Ross (CoRR, 2021)

On-Policy Deep Reinforcement Learning - The Discounted and Average Reward Criteria. - Yiming Zhang 010 (2022)