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Fan Lu
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Year
Convex Q-learning
F Lu, PG Mehta, SP Meyn, G Neu
2021 American Control Conference (ACC), 4749-4756, 2021
282021
Adaptive leader-follower formation control and obstacle avoidance via deep reinforcement learning
Y Zhou, F Lu, G Pu, X Ma, R Sun, HY Chen, X Li
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2019
252019
Zap Q-Learning With Nonlinear Function Approximation
S Chen, AM Devraj, F Lu, A Busic, S Meyn
Advances in Neural Information Processing Systems 33, 2020
192020
Convex analytic theory for convex Q-learning
F Lu, PG Mehta, SP Meyn, G Neu
2022 IEEE 61st Conference on Decision and Control (CDC), 4065-4071, 2022
122022
Zap q-learning with nonlinear function approximation
S Chen, AM Devraj, F Lu, A Bušić, SP Meyn
arXiv preprint arXiv:1910.05405, 2019
92019
Convex Q Learning in a Stochastic Environment: Extended Version
F Lu, S Meyn
arXiv preprint arXiv:2309.05105, 2023
32023
Model-free characterizations of the Hamilton-Jacobi-Bellman equation and convex Q-learning in continuous time
F Lu, J Mathias, S Meyn, K Kalsi
arXiv preprint arXiv:2210.08131, 2022
32022
Convex Q Learning in a Stochastic Environment
F Lu, SP Meyn
2023 62nd IEEE Conference on Decision and Control (CDC), 776-781, 2023
22023
Convex Q-learning: theory and applications
F Lu
University of Florida, 2023
22023
Sufficient Exploration for Convex Q-learning
F Lu, P Mehta, S Meyn, G Neu
arXiv preprint arXiv:2210.09409, 2022
22022
Convex Q-learning in continuous time with application to dispatch of distributed energy resources
F Lu, J Mathias, S Meyn, K Kalsi
2023 62nd IEEE Conference on Decision and Control (CDC), 1529-1536, 2023
12023
Predicting neuronal firing from calcium imaging using a control theoretic approach
N Rondoni, F Lu, DB Turner-Evans, M Gomez
bioRxiv, 2024.11. 04.621814, 2024
2024
Enhancing wound healing through deep reinforcement learning for optimal therapeutics
F Lu, K Zlobina, NA Rondoni, S Teymoori, M Gomez
Royal Society Open Science 11 (7), 240228, 2024
2024
Balancing the Power Grid with Cheap Assets
S Meyn, F Lu, J Mathias
2023 62nd IEEE Conference on Decision and Control (CDC), 4012-4017, 2023
2023
Balancing the Power Grid with Cheap Assets---Tutorial Lecture
S Meyn, F Lu, J Mathias
Procedings of the IEEE Conference on Decision and Control, 2023
2023
RetailNet: Enhancing Retails of Perishable Products with Multiple Selling Strategies via Pair-Wise Multi-Q Learning
X Ma, F Lu, XA Pan, Y Zhou, XA Li
2019
Modular Platooning and Formation Control
Y Zhou, G Pu, F Lu, X Ma, X Li
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Articles 1–17