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cs.LG2024★ 4 cited
Transfer Learning with Reconstruction Loss
Wei Cui, Wei Yu
In most applications of utilizing neural networks for mathematical optimization, a dedicated model is trained for each specific optimization objective. However, in many scenarios,…
cs.LG2023★ 6 cited
Reinforcement Learning with Non-Cumulative Objective
Wei Cui, Wei Yu
In reinforcement learning, the objective is almost always defined as a \emph{cumulative} function over the rewards along the process. However, there are many optimal control and re…