21 citations · 22 across the 5 of their papers we have counts for
5 papers
Fast online node labeling with graph subsampling
Yushen Huang, Ertai Luo, Reza Babenezhad +1
Large data applications rely on storing data in massive, sparse graphs with millions to trillions of nodes. Graph-based methods, such as node prediction, aim for computational effi…
When to Trust Your Data: Enhancing Dyna-Style Model-Based Reinforcement Learning With Data Filter
Yansong Li, Zeyu Dong, Ertai Luo +3
Reinforcement learning (RL) algorithms can be divided into two classes: model-free algorithms, which are sample-inefficient, and model-based algorithms, which suffer from model bia…
Reachability Analysis for Linear Systems with Uncertain Parameters using Polynomial Zonotopes
Yushen Huang, Ertai Luo, Stanley Bak +1
In real world applications, uncertain parameters are the rule rather than the exception. We present a reachability algorithm for linear systems with uncertain parameters and inputs…
On the Difficulty of Intersection Checking with Polynomial Zonotopes
Yushen Huang, Ertai Luo, Stanley Bak +1
Polynomial zonotopes, a non-convex set representation, have a wide range of applications from real-time motion planning and control in robotics, to reachability analysis of nonline…
Pre-Distribution of Entanglements in Quantum Networks
Mohammad Ghaderibaneh, Himanshu Gupta, C. R. Ramakrishnan +1
Quantum network communication is challenging, as the No-Cloning theorem in quantum regime makes many classical techniques inapplicable. For long-distance communication, the only vi…