activity
20122023
most citedVerifying Controllers with Convolutional Neural Network-based Perception: A Case for Intelligible, Safe, and Precise Abstractions

36 citations · 113 across the 35 of their papers we have counts for

collaborators

37 papers

cs.RO2023

Learning-based Inverse Perception Contracts and Applications

Dawei Sun, Benjamin C. Yang, Sayan Mitra

Perception modules are integral in many modern autonomous systems, but their accuracy can be subject to the vagaries of the environment. In this paper, we propose a learning-based…

cs.LO2023

RTAEval: A framework for evaluating runtime assurance logic

Kristina Miller, Christopher K. Zeitler, William Shen +2

Runtime assurance (RTA) addresses the problem of keeping an autonomous system safe while using an untrusted (or experimental) controller. This can be done via logic that explicitly…

cs.HC2023★ 7 cited

ChatGPT in the Classroom: An Analysis of Its Strengths and Weaknesses for Solving Undergraduate Computer Science Questions

Ishika Joshi, Ritvik Budhiraja, Harshal Dev +5

ChatGPT is an AI language model developed by OpenAI that can understand and generate human-like text. It can be used for a variety of use cases such as language generation, questio…

eess.SY2023

Verification of Adaptive Control using Verse Library: A Case Study of Quadrotors

Lin Song, Yangge Li, Sheng Cheng +3

adaptive control (AC) is a control design technique that can handle a broad class of system uncertainties and provide transient performance guarantees. In this work-in-p…

cs.SE2023★ 2 cited

Verse: A Python library for reasoning about multi-agent hybrid system scenarios

Yangge Li, Haoqing Zhu, Katherine Braught +2

We present the Verse library with the aim of making hybrid system verification more usable for multi-agent scenarios. In Verse, decision making agents move in a map and interact wi…

cs.MA2022★ 4 cited

Assuring Safety of Vision-Based Swarm Formation Control

Chiao Hsieh, Yubin Koh, Yangge Li +1

Vision-based formation control systems are attractive because they can use inexpensive sensors and can work in GPS-denied environments. The safety assurance for such systems is cha…