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Suna (Sihang) Guo

2 papers · 2021–2021 · 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 · Silver 🐣 Hot Topic Early Bird

Venues

NeurIPS (2)

Top co-authors

Ruohan Zhang (2) Lin Guan (1) Bo Liu (1) Mary M. Hayhoe (1) Yifeng Zhu (1) Mudit Verma (1) Dana Ballard (1) Subbarao Kambhampati (1) Peter Stone (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Reinforcement Learning (2) Core AI · Artificial Intelligence (2) Learning Types (2) Methods (2) Computer Vision (1) Machine Learning (1) Application Areas (1) Core AI · Computer Vision (1)

Keywords

deep reinforcement learning (1) reinforcement learning (1) sample efficiency (1) feature learning (1) interactive learning (1) data augmentation (1) feature importance (1) visual attention (1) saliency map (1) human feedback (1) atari game (1) human explanation (1) human-computer comparison (1) human-guided reinforcement learning (1) context-aware augmentation (1)

Papers

Machine versus Human Attention in Deep Reinforcement Learning Tasks NeurIPS 2021 Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation NeurIPS 2021