Search Results for author: Anna Luo

Found 3 papers, 1 papers with code

Deep Inventory Management

no code implementations6 Oct 2022 Dhruv Madeka, Kari Torkkola, Carson Eisenach, Anna Luo, Dean P. Foster, Sham M. Kakade

This work provides a Deep Reinforcement Learning approach to solving a periodic review inventory control system with stochastic vendor lead times, lost sales, correlated demand, and price matching.

Management Model-based Reinforcement Learning +2

Out-of-the-box channel pruned networks

no code implementations30 Apr 2020 Ragav Venkatesan, Gurumurthy Swaminathan, Xiong Zhou, Anna Luo

We then demonstrate that if we found the profiles using a mid-sized dataset such as Cifar10/100, we are able to transfer them to even a large dataset such as Imagenet.

Reinforcement Learning (RL)

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