5 citations · 7 across the 2 of their papers we have counts for
3 papers
cs.LG2025
Reinforcement Learning with Imperfect Transition Predictions: A Bellman-Jensen Approach
Chenbei Lu, Zaiwei Chen, Tongxin Li +2
Traditional reinforcement learning (RL) assumes the agents make decisions based on Markov decision processes (MDPs) with one-step transition models. In many real-world applications…
cs.CR2020★ 2 cited
Privacy Preserving in Non-Intrusive Load Monitoring: A Differential Privacy Perspective
Haoxiang Wang, Jiasheng Zhang, Chenbei Lu +1
Smart meter devices enable a better understanding of the demand at the potential risk of private information leakage. One promising solution to mitigating such risk is to inject no…
math.OC2020★ 5 cited
Effective End-to-End Learning Framework for Economic Dispatch
Chenbei Lu, Kui Wang, Chenye Wu
Conventional wisdom to improve the effectiveness of economic dispatch is to design the load forecasting method as accurately as possible. However, this approach can be problematic…