Good Systems - Research and Resources
Permanent URI for this collectionhttps://hdl.handle.net/2152/73549
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Item Good Systems Humanist-in-the-Loop: Responsible Data Operations and Workforce Development in Libraries, Archives, and Museums(2022-09-09) Clement, Tanya E.; Gustavson, Andi; Guzman, Allyssa; Moore, Nathan Alexander; Walker, LaurenCultural heritage institutions are increasingly interested in data practices, machine learning (ML), and artificial intelligence (AI) but are far from being able to use these practices ethically, efficiently, and cost-effectively. Without informational professionals trained in ethical data work, libraries and archives run the risk of replicating bias with new data-oriented practices. While graduate students in schools of information and library science are trained in the importance of digital cultural heritage and critical data studies and graduate students in the humanities are trained in the ethics of archival research, neither groups are given first-hand experience providing access to collections and engaging directly with data projects. It is imperative that we train a workforce of information professionals who will, in their future careers, be prepared to make ethical decisions about the data practices that shape our world. The “Humanist-in-the-Loop” project, funded by the Good Systems grand challenge at UT Austin is a first-step attempt to create a workforce development program called “Ethical Data in Practice” for future library and archives professionals that teaches them to engage in the work of “responsible data operations” (Thomas. 2019). A program of this type is an attempt to immerse Masters of Science in Information Science (MSIS) students in cultural heritage work—training them to teach with cultural heritage collections, communicate to non-specialist audiences about collections as data, and to work on data-oriented projects. This white paper details the work the Humanist-in-the-Loop team engaged to prepare this proposed curriculum as well as the pitfalls we encountered in its pursuit.Item Efficient Representation for Electric Vehicle Charging Station Operations using Reinforcement Learning(Hawaii Intl. Conf. System Sciences, 2022-01) Kwon, Kyung-bin; Zhu, HaoItem Investigating and Mitigating Biases in Crowdsourced Data(Proceedings of the 24th ACM Conference on Computer Supported Cooperative Work (CSCW), 2021) Hettiachchi, Danula; Sanderson, Mark; Goncalves, Jorge; Hosio, Simo; Kazai, Gabriella; Lease, Matthew; Schaekermann, Mike; Yilmaz, EmineItem On the Almost Exact-Equivalence of the Radial and Spherical Unconstrained CholeskyBased Parameterization Methods for Correlation Matrices(Department of Civil, Architectural and Environmental Engineering, The University of Texas at Austin, 2021-05) Bhat, Chandra R.; Mondal, AupalItem E-Scooter Sharing and Bikesharing Systems: An Individual-level Analysis of Factors Affecting First-use and Use Frequency(Department of Civil, Architectural and Environmental Engineering, The University of Texas at Austin, 2021-10) Blazanin, Gina; Mondal, Aupal; Asmussen, Katherine E.; Bhat, Chandra R.Item From Agile Ground to Aerial Navigation: Learning from Learned Hallucination(Proceedings of the International Conference on Intelligent Robots and Systems, 2021-10) Wang, Zizhao; Xiao, Xuesu; Nettekoven, Alexander J; Umasankar, Kadhiravan; Singh, Anika; Bommakanti, Sriram; Topcu, Ufuk; Stone, PeterItem APPLE: Adaptive Planner Parameter Learning From Evaluative Feedback(IEEE Robotics and Automation Letters, 2021-10) Wang, Zizhao; Xiao, Xuesu; Warnell, Garrett; Stone, PeterItem Machine Learning Methods for Local Motion Planning: A Study of End-to-End vs. Parameter Learning(Machine Learning Methods for Local Motion Planning: A Study of End-to-End vs. Parameter Learning, 2021-10) Xu, Zifan; Xiao, Xuesu; Warnel, Garrett; Nair, Anirudh; Stone, PeterItem Capturing Skill State in Curriculum Learning for Human Skill Acquisition(Proceedings of the International Conference on Intelligent Robots and Systems (IROS), 2021-09) Ghonasgi, Keya; Mirsky, Reuth; Narvekar, Sanmit; Masetty, Bharath; Haith, Adrian M.; Stone, Peter; Deshpande, Ashish D.Item Agent-Based Markov Modeling for Improved COVID-19 Mitigation Policies(Journal of Artificial Intelligence Research, 2021-08) Capobianco, Roberto; Kompella, Varun; Ault, James; Sharon, Guni; Jong, Stacy; Fox, Spencer; Meyers, Lauren; Wurman, Peter R.; Stone, PeterItem Smart Cities and Ethical Policies: The Challenges of Public Cameras and AI(SSRN, 2021-08-03) Strover, Sharon; Cao, Tiancheng; Esteva, Maria; Park, SoyoungItem Measuring Social Vulnerability in Transit Deserts of United States Metro Areas(UWM Digital Common, 2021-04) Jiao, Junfeng; Conrad, Josh; Azimian, AminItem Scalable Multiagent Driving Policies For Reducing Traffic Congestion(AAMAS 2021, 2021-05-03) Cui, Jiaxun; Macke, William; Yedidsion, Harel; Goyal, Aastha; Urieli, Daniel; Stone, PeterItem A Study on Ethical Data Management, Publication, and Use(Open Repositories Conference, 2021-04) Esteva, Maria; Strover, Sharon L.; Park, Soyoung; Rossbach, Christopher; Thywissen, JohnItem Expected Value of Communication for Planning in Ad Hoc Teamwork(The University of Texas at Austin, 2021-02) Macke, William; Mirsky, Reuth; Stone, PeterItem Temporal-Logic-Based Reward Shaping for Continuing Reinforcement Learning Tasks(University of Texas at Austin, 2021-02) Jiang, Yuqian; Bharadwaj, Suda; Wu, Bo; Shah, Rishi; Topcu, Ufuk; Stone, PeterItem An Open-Source Framework for Last Mile Delivery with Heterogeneous Robots(Research Gate, 2021-01) Jain, Asha; Svetlik, Maxwell; Sikand, Kavan Singh; Machak, NicholasItem Goal Blending for Responsive Shared Autonomy in a Navigating Vehicle(The University of Texas at Austin, 2021-02) Jiang, Yu-Sian; Garrett, Warnell; Stone, PeterItem An Open-Source Framework for Last Mile Delivery with Heterogeneous Robots(Research Gate, 2021-01) Jain, Asha; Svetlik, Maxwell; Machak, Nicholas; Sikand, Kavan SinghItem Temporal-Logic-Based Reward Shaping for Continuing Reinforcement Learning Tasks(The University of Texas at Austin, 2021-02) Jiang, Yuqian; Bharadwaj, Suda; Wu, Bo; Shah, Rishi; Topcu, Ufuk; Stone, Peter