Gap-Dependent Bounds for Q-Learning using Reference-Advantage Decomposition
Published in ICLR, 2025
Publications
You can also find my articles on my Google Scholar profile.
Reinforcement Learning
Gap-Dependent Bounds for Federated Q-Learning
Published in ICML, 2025
Federated Q-Learning with Reference-Advantage Decomposition: Almost Optimal Regret and Logarithmic Communication Cost
Published in ICLR, 2025
Federated Q-Learning: Linear Regret Speedup with Low Communication Cost
Published in ICLR, 2024
Optimization
A New Inexact Proximal Linear Algorithm with Adaptive Stopping Criteria for Robust Phase Retrieval
Published in IEEE Transactions on Signal Processing, 2024
Others
Wastewaters Coproduced with Shale Gas Drive Slight Regional Salinization of Groundwater
Published in Environmental Science and Technology, 2024