Search Results for author: Yuxiao Qu

Found 2 papers, 1 papers with code

Guided Data Augmentation for Offline Reinforcement Learning and Imitation Learning

no code implementations27 Oct 2023 Nicholas E. Corrado, Yuxiao Qu, John U. Balis, Adam Labiosa, Josiah P. Hanna

In offline reinforcement learning (RL), an RL agent learns to solve a task using only a fixed dataset of previously collected data.

Autonomous Driving D4RL +5

FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows

1 code implementation20 Oct 2023 Yuxiao Qu, Jinmeng Rao, Song Gao, Qianheng Zhang, Wei-Lun Chao, Yu Su, Michelle Miller, Alfonso Morales, Patrick Huber

This paper proposes FLEE-GNN, a novel Federated Learning System for Edge-Enhanced Graph Neural Network, designed to overcome these challenges and enhance the analysis of geospatial resilience of multicommodity food flow network, which is one type of spatial networks.

Federated Learning

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