Search Results for author: I-Hong Hou

Found 2 papers, 2 papers with code

DeepTOP: Deep Threshold-Optimal Policy for MDPs and RMABs

1 code implementation18 Sep 2022 Khaled Nakhleh, I-Hong Hou

We consider the problem of learning the optimal threshold policy for control problems.

NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL

1 code implementation NeurIPS 2021 Khaled Nakhleh, Santosh Ganji, Ping-Chun Hsieh, I-Hong Hou, Srinivas Shakkottai

This paper proposes NeurWIN, a neural Whittle index network that seeks to learn the Whittle indices for any restless bandits by leveraging mathematical properties of the Whittle indices.

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