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Honglei Yin

2 papers · 2022–2022 · 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

Venues

AAAI (1) ICML (1)

Top co-authors

Haoran Xu (2) Xianyuan Zhan (2) Huiling Qin (1) Yue Zhang (1) Yu Zheng (1) Xiangyu Zhu (1)

Research topics

Machine Learning (2) Reinforcement Learning (2) Learning Types · Machine Learning (2) Methods (2) Deep Learning (1) Learning Types · Deep Learning (1)

Keywords

offline reinforcement learning (2) imitation learning (1) model-based learning (1) policy learning (1) model-based reinforcement learning (1) constrained markov decision process (1) behavioral cloning (1) offline imitation learning (1) suboptimal demonstration (1) combustion optimization (1) data-driven simulator (1) thermal power generation (1)

Papers

DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning AAAI 2022 Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations ICML 2022