Qingfeng Lan

Qingfeng Lan

University of Alberta

H-index: 6

North America-Canada

About Qingfeng Lan

Qingfeng Lan, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at University of Alberta, specializes in the field of Reinforcement Learning, Continual Learning, Representation Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo

Overcoming policy collapse in deep reinforcement learning

Memory-efficient reinforcement learning with value-based knowledge consolidation

Learning to Optimize for Reinforcement Learning

Elephant Neural Networks: Born to Be a Continual Learner

Model-free Policy Learning with Reward Gradients

Variational quantum soft actor-critic

Predictive Representation Learning for Language Modeling

Qingfeng Lan Information

University

Position

___

Citations(all)

204

Citations(since 2020)

203

Cited By

28

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

3

i10Index(since 2020)

3

Email

University Profile Page

Google Scholar

Qingfeng Lan Skills & Research Interests

Reinforcement Learning

Continual Learning

Representation Learning

Top articles of Qingfeng Lan

Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo

2023/5/29

Overcoming policy collapse in deep reinforcement learning

2023

Qingfeng Lan
Qingfeng Lan

H-Index: 2

Memory-efficient reinforcement learning with value-based knowledge consolidation

(TMLR) Transactions on Machine Learning Research

2023/4

Learning to Optimize for Reinforcement Learning

arXiv preprint arXiv:2302.01470

2023/2/3

Qingfeng Lan
Qingfeng Lan

H-Index: 2

Elephant Neural Networks: Born to Be a Continual Learner

2023

Qingfeng Lan
Qingfeng Lan

H-Index: 2

Model-free Policy Learning with Reward Gradients

(AISTATS) The 25th International Conference on Artificial Intelligence and Statistics

2022/1/18

Qingfeng Lan
Qingfeng Lan

H-Index: 2

Variational quantum soft actor-critic

arXiv preprint arXiv:2112.11921

2021/12/20

Qingfeng Lan
Qingfeng Lan

H-Index: 2

Predictive Representation Learning for Language Modeling

arXiv preprint arXiv:2105.14214

2021/5/29

Maxmin Q-learning: Controlling the estimation bias of Q-learning

2020/2/16

See List of Professors in Qingfeng Lan University(University of Alberta)

Co-Authors

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