Lan, Qingfeng

4 publications

ICLR 2024 Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo Haque Ishfaq, Qingfeng Lan, Pan Xu, A. Rupam Mahmood, Doina Precup, Anima Anandkumar, Kamyar Azizzadenesheli

TMLR 2023 Memory-Efficient Reinforcement Learning with Value-Based Knowledge Consolidation Qingfeng Lan, Yangchen Pan, Jun Luo, A. Rupam Mahmood

AISTATS 2022 Model-Free Policy Learning with Reward Gradients Qingfeng Lan, Samuele Tosatto, Homayoon Farrahi, Rupam Mahmood

ICLR 2020 Maxmin Q-Learning: Controlling the Estimation Bias of Q-Learning Qingfeng Lan, Yangchen Pan, Alona Fyshe, Martha White