Search Results for author: Weiwei Gu

Found 5 papers, 1 papers with code

An Improved Strategy for Blood Glucose Control Using Multi-Step Deep Reinforcement Learning

no code implementations12 Mar 2024 Weiwei Gu, Senquan Wang

Our work validates the effectiveness of multi-step reinforcement learning in BG control, which may help to explore the optimal glycemic control measure and improve the survival of diabetic patients.

reinforcement-learning

Interactive Visual Task Learning for Robots

no code implementations20 Dec 2023 Weiwei Gu, Anant Sah, Nakul Gopalan

With both of these results we demonstrate the ability of our model to learn tasks and concepts in a continual learning setting on the robot.

Continual Learning Novel Concepts +2

An Empirical Study on Finding Spans

no code implementations13 Oct 2022 Weiwei Gu, Boyuan Zheng, Yunmo Chen, Tongfei Chen, Benjamin Van Durme

We present an empirical study on methods for span finding, the selection of consecutive tokens in text for some downstream tasks.

Iterative Document-level Information Extraction via Imitation Learning

2 code implementations12 Oct 2022 Yunmo Chen, William Gantt, Weiwei Gu, Tongfei Chen, Aaron Steven White, Benjamin Van Durme

We present a novel iterative extraction model, IterX, for extracting complex relations, or templates (i. e., N-tuples representing a mapping from named slots to spans of text) within a document.

4-ary Relation Extraction Imitation Learning

Link Prediction via Graph Attention Network

no code implementations10 Oct 2019 Weiwei Gu, Fei Gao, Xiaodan Lou, Jiang Zhang

Link prediction aims to infer missing links or predicting the future ones based on currently observed partial networks, it is a fundamental problem in network science with tremendous real-world applications.

Graph Attention Information Retrieval +3

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