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Hongcai He

3 papers · 2024–2026 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze

Venues

AAAI (3)

Top co-authors

Jie Shao (3) Zetao Zheng (2) Anjie Zhu (2) Deqiang Ouyang (1) Feiyu Chen (1) Shilong Deng (1) Paul Weng (1) Shuang Liang (1)

Research topics

Artificial Intelligence (3) Machine Learning (2) Reinforcement Learning (2) Applications (2) Learning Paradigms · Machine Learning (2) Learning Paradigms · Artificial Intelligence (2) Methods (2) Core AI (1) Learning Types (1)

Keywords

variational autoencoder (2) contrastive learning (2) imitation learning (1) policy optimization (1) skill learning (1) meta-reinforcement learning (1) sparse reward (1) offline meta-reinforcement learning (1) cross-task context (1) task context (1) representation learning (1) context shift (1) offline reinforcement learning (1)

Papers

Improving Generalization in Offline Meta-Reinforcement Learning via Cross-task Contexts AAAI 2026 Enhancing Online Reinforcement Learning with Meta-Learned Objective from Offline Data AAAI 2025 Decoupling Meta-Reinforcement Learning with Gaussian Task Contexts and Skills AAAI 2024