Search Results for author: Thomas Moscibroda

Found 2 papers, 1 papers with code

Conservative State Value Estimation for Offline Reinforcement Learning

1 code implementation • NeurIPS 2023 • Liting Chen, Jie Yan, Zhengdao Shao, Lu Wang, QIngwei Lin, Saravan Rajmohan, Thomas Moscibroda, Dongmei Zhang

In this paper, we propose Conservative State Value Estimation (CSVE), a new approach that learns conservative V-function via directly imposing penalty on OOD states.

D4RL reinforcement-learning

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Solving the Batch Stochastic Bin Packing Problem in Cloud: A Chance-constrained Optimization Approach

no code implementations • 20 Jul 2022 • Jie Yan, Yunlei Lu, Liting Chen, Si Qin, Yixin Fang, QIngwei Lin, Thomas Moscibroda, Saravan Rajmohan, Dongmei Zhang

This paper investigates a critical resource allocation problem in the first party cloud: scheduling containers to machines.

Scheduling

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