Qi Zhou

According to our database, Qi Zhou authored at least 8 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Generalization in Visual Reinforcement Learning with the Reward Sequence Distribution.

Jie Wang, Rui Yang, Zijie Geng, Zhihao Shi, Mingxuan Ye, Qi Zhou, Shuiwang Ji, Bin Li, Yongdong Zhang, Feng Wu

CoRR, 2023

Learning robust representation for reinforcement learning with distractions by reward sequence prediction.

Qi Zhou, Jie Wang, Qiyuan Liu, Yufei Kuang, Wengang Zhou, Houqiang Li

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Efficient Exploration in Resource-Restricted Reinforcement Learning.

Zhihai Wang, Taoxing Pan, Qi Zhou, Jie Wang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Robust Representation Learning by Clustering with Bisimulation Metrics for Visual Reinforcement Learning with Distractions.

Qiyuan Liu, Qi Zhou, Rui Yang, Jie Wang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Sample-Efficient Reinforcement Learning via Conservative Model-Based Actor-Critic.

Zhihai Wang, Jie Wang, Qi Zhou, Bin Li, Houqiang Li

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Learning Robust Policy against Disturbance in Transition Dynamics via State-Conservative Policy Optimization.

Yufei Kuang, Miao Lu, Jie Wang, Qi Zhou, Bin Li, Houqiang Li

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2020

Promoting Stochasticity for Expressive Policies via a Simple and Efficient Regularization Method.

Qi Zhou, Yufei Kuang, Zherui Qiu, Houqiang Li, Jie Wang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization.

Qi Zhou, Houqiang Li, Jie Wang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020