Qi Zhou

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 8

Top Topics

Regularization Method

Markov Decision Processes

Top Venues

Publications

Zhihai Wang, Jie Wang, Qi Zhou, Bin Li, Houqiang Li
Sample-Efficient Reinforcement Learning via Conservative Model-Based Actor-Critic. AAAI (2022)
Zhihai Wang, Taoxing Pan, Qi Zhou, Jie Wang
Efficient Exploration in Resource-Restricted Reinforcement Learning. CoRR (2022)
Yufei Kuang, Miao Lu, Jie Wang, Qi Zhou, Bin Li, Houqiang Li
Learning Robust Policy against Disturbance in Transition Dynamics via State-Conservative Policy Optimization. AAAI (2022)
Yufei Kuang, Miao Lu, Jie Wang, Qi Zhou, Bin Li, Houqiang Li
Learning Robust Policy against Disturbance in Transition Dynamics via State-Conservative Policy Optimization. CoRR (2021)
Zhihai Wang, Jie Wang, Qi Zhou, Bin Li, Houqiang Li
Sample-Efficient Reinforcement Learning via Conservative Model-Based Actor-Critic. CoRR (2021)
Qi Zhou, Yufei Kuang, Zherui Qiu, Houqiang Li, Jie Wang
Promoting Stochasticity for Expressive Policies via a Simple and Efficient Regularization Method. NeurIPS (2020)
Qi Zhou, Houqiang Li, Jie Wang
Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization. AAAI (2020)
Qi Zhou, Houqiang Li, Jie Wang
Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization. CoRR (2019)