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Wenzhen Huang

2 papers · 2019–2021 · 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 · Bronze 🚀 Conference Pioneer 📈 Trend Setter

Venues

Top co-authors

Kaiqi Huang (2) Junge Zhang (2) Qiyue Yin (1)

Research topics

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

Keywords

dynamics model (2) model-based reinforcement learning (2) policy learning (1) value function (1) action-value function (1) atari game (1) exploration strategy (1) model error (1) environment model (1) bootstrap distribution (1) imaginary transition (1) sample efficiency (1) bootstrap sampling (1) uncertainty quantification (1)

Papers

Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning AAAI 2021 Bootstrap Estimated Uncertainty of the Environment Model for Model-Based Reinforcement Learning AAAI 2019