Guangyi He

2 papers · 2022–2023 · 2 venues · 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

CoRL (1) NeurIPS (1)

Top co-authors

Jan Obloj (1) Yifan Jiang (1) Maiyue Chen (1) Xingjian Bai (1)

Research topics

Deep Learning (1) Machine Learning (1) Mathematics & Optimization (1) Reinforcement Learning (1) Application Areas (1) Applications (1) Architectures (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Methods (1) Optimization (1) Optimization & Theory (1)

Keywords

wasserstein distance (1) sample efficiency (1) adversarial learning (1) robust optimization (1) adversarial training (1) distributional robustness (1) adversarial attack (1) policy ensemble (1) sparse reward (1) behavior diversity (1) off-policy training (1) out-of-sample performance (1) neural network (1) evolutionary learning (1)

Papers

Wasserstein distributional robustness of neural networks NeurIPS 2023 Efficient and Stable Off-policy Training via Behavior-aware Evolutionary Learning CoRL 2022