Hongcai He

According to our database, Hongcai He authored at least 8 papers between 2023 and 2026.

Collaborative distances:

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

2026

Improving Generalization in Offline Meta-Reinforcement Learning via Cross-task Contexts.

Hongcai He, Zetao Zheng, Anjie Zhu, Deqiang Ouyang, Jie Shao

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Hands-Free: Action Abstraction With Hierarchical Reinforcement Learning in Text-Based Games.

Anjie Zhu, Hongcai He, Yongjun Yang, Zetao Zheng, Jie Shao

IEEE Trans. Consumer Electron., May, 2025

Enhancing Online Reinforcement Learning with Meta-Learned Objective from Offline Data.

Shilong Deng, Zetao Zheng, Hongcai He, Paul Weng, Jie Shao

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Imitation Learning from Suboptimal Demonstrations via Meta-Learning An Action Ranker.

Jiangdong Fan, Hongcai He, Paul Weng, Hui Xu, Jie Shao

CoRR, 2024

Decoupling Meta-Reinforcement Learning with Gaussian Task Contexts and Skills.

Hongcai He, Anjie Zhu, Shuang Liang, Feiyu Chen, Jie Shao

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Manifold Regularized Joint Transfer for Open Set Domain Adaptation.

Jieyan Liu, Hongcai He, Mingzhu Liu, Jingjing Li, Ke Lu

IEEE Trans. Multim., 2023

Modeling Both Collaborative and Temporal Information for Sequential Recommendation.

Jinyue Dai, Jie Shao, Zhiyi Deng, Hongcai He, Feiyu Chen

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Deep Reinforcement Learning for Stock Trading with Behavioral Finance Strategy.

Shilong Deng, Zetao Zheng, Hongcai He, Jie Shao

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023