Hao Hu

According to our database, Hao Hu authored at least 12 papers between 2020 and 2023.

Collaborative distances:

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

2023

What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL?

Rui Yang, Yong Lin, Xiaoteng Ma, Hao Hu, Chongjie Zhang, Tong Zhang

CoRR, 2023

The Provable Benefits of Unsupervised Data Sharing for Offline Reinforcement Learning.

Hao Hu, Yiqin Yang, Qianchuan Zhao, Chongjie Zhang

CoRR, 2023

Unsupervised Behavior Extraction via Random Intent Priors.

Hao Hu, Yiqin Yang, Jianing Ye, Ziqing Mai, Chongjie Zhang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL?

Rui Yang, Lin Yong, Xiaoteng Ma, Hao Hu, Chongjie Zhang, Tong Zhang

Proceedings of the International Conference on Machine Learning, 2023

The Provable Benefit of Unsupervised Data Sharing for Offline Reinforcement Learning.

Hao Hu, Yiqin Yang, Qianchuan Zhao, Chongjie Zhang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery.

Yiqin Yang, Hao Hu, Wenzhe Li, Siyuan Li, Jun Yang, Qianchuan Zhao, Chongjie Zhang

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

2022

On the Role of Discount Factor in Offline Reinforcement Learning.

Hao Hu, Yiqin Yang, Qianchuan Zhao, Chongjie Zhang

Proceedings of the International Conference on Machine Learning, 2022

Offline Reinforcement Learning with Value-based Episodic Memory.

Xiaoteng Ma, Yiqin Yang, Hao Hu, Jun Yang, Chongjie Zhang, Qianchuan Zhao, Bin Liang, Qihan Liu

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

On the Estimation Bias in Double Q-Learning.

Zhizhou Ren, Guangxiang Zhu, Hao Hu, Beining Han, Jianglun Chen, Chongjie Zhang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

MetaCURE: Meta Reinforcement Learning with Empowerment-Driven Exploration.

Jin Zhang, Jianhao Wang, Hao Hu, Tong Chen, Yingfeng Chen, Changjie Fan, Chongjie Zhang

Proceedings of the 38th International Conference on Machine Learning, 2021

Generalizable Episodic Memory for Deep Reinforcement Learning.

Hao Hu, Jianing Ye, Guangxiang Zhu, Zhizhou Ren, Chongjie Zhang

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Learn to Effectively Explore in Context-Based Meta-RL.

Jin Zhang, Jianhao Wang, Hao Hu, Yingfeng Chen, Changjie Fan, Chongjie Zhang

CoRR, 2020