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Qingfeng Lan

3 papers · 2020–2024 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

ICLR (2) AISTATS (1)

Top co-authors

Samuele Tosatto (1) Doina Precup (1) Martha White (1) Pan Xu (1) A. Rupam Mahmood (1) Homayoon Farrahi (1) Anima Anandkumar (1) Kamyar Azizzadenesheli (1) Yangchen Pan (1) Haque Ishfaq (1)

Keywords

sample efficiency (1) policy gradient (1) proximal policy optimization (1) model-free learning (1) reward gradient (1)

Papers

Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo ICLR 2024 Model-free Policy Learning with Reward Gradients AISTATS 2022 Maxmin Q-learning: Controlling the Estimation Bias of Q-learning ICLR 2020