17 citations · 26 across the 5 of their papers we have counts for
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math.OC2023
The Ensemble Approach of Column Generation for Solving Cutting Stock Problems
Mingjie Hu, Jie Yan, Liting Chen +1
This paper investigates the column generation (CG) for solving cutting stock problems (CSP). Traditional CG method, which repeatedly solves a restricted master problem (RMP), often…
cs.AI2023★ 6 cited
Introspective Tips: Large Language Model for In-Context Decision Making
Liting Chen, Lu Wang, Hang Dong +9
The emergence of large language models (LLMs) has substantially influenced natural language processing, demonstrating exceptional results across various tasks. In this study, we em…
cs.LG2023★ 2 cited
Conservative State Value Estimation for Offline Reinforcement Learning
Liting Chen, Jie Yan, Zhengdao Shao +5
Offline reinforcement learning faces a significant challenge of value over-estimation due to the distributional drift between the dataset and the current learned policy, leading to…