Index Catalog // ScholarsArchive@OSU

Auxiliary Tasks for Efficient Learning of Point-Goal Navigation

Creator:: Desai, Saurabh Satish
Abstract:: Top-performing approaches to embodied AI tasks like point-goal navigation often rely on training agents via reinforcement learning over tens of millions (or even billions) of experiential steps – learning neural agents that map directly from visual observations to actions. In this work, we question whether these extreme training durations are...
Resource Type:: Masters Thesis
Full Text:: for Efficient Learning of Point-Goal Navigation Abstract approved: Stefan M. Lee Top-performing

Interactive fault localization techniques to empower the debugging efforts of end-user programmers

Creator:: Ruthruff, Joseph Ronald
Abstract:: End users develop more software than any other group of programmers, using software authoring devices such as e-mail filtering editors, by-demonstration macro builders, and spreadsheet environments. Despite this, there has been only a little research on finding ways to help these programmers with the dependability of the software they create....
Resource Type:: Masters Thesis
Full Text:: : Margaret M. Burnett End users develop more software than any other group of programmers, using software

Inclusive Software Design and Its Methods for Beyond-WIMP User Interfaces

Creator:: Fallatah, Abrar
Abstract:: While digital inclusivity researchers and software practitioners have been trying to address exclusion biases in Windows, Icons, Menus, and Pointers (WIMP) user interfaces (UIs) for a long time, little has been done to investigate if and how inclusive software design and its methods that have been devised for WIMP UIs...
Resource Type:: Dissertation

A collaborative filtering algorithm and evaluation metric that accurately model the user experience

Creator:: McLaughlin, Matthew
Abstract:: "Collaborative filtering algorithms’ performances have been evaluated using a variety of metrics. These metrics, such as Mean Absolute Error and Precision, have often ignored recommendations for which they do not have data. Ignoring these recommendations has provided numbers which do not accurately represent the user experience. Qualitatively we have seen...
Resource Type:: Capstone Project
Full Text:: . Resnick, P., Iacovou, N., Suchak, M., Bergstrom, P., Riedl, J., 1994. GroupLens: An open architecture for

WebGD : Framework for web-based GIS/database applications

Creator:: Wangmutitakul, Paphun
Abstract:: We have developed a framework for Web-based GIS/database applications which allow users to insert, update, delete, and query data with a map interface displayed by Web browsers. The framework was designed so that a Web-based GIS application that uses ArcIMS as a map server can be easily created, customized, and...
Resource Type:: Capstone Project
Full Text:: retrieved. When the map image is loaded, it is displayed in the map frame . j ~ .... t~ ~ I"~ loolt ~ j

Advancing Power Grid Computing: Analysis and Synthesis of Wide-Area Data, Distributed Real-Time Hardware-In-the-Loop Simulations, and Machine Learning for Event Detection

Creator:: Hagan, Travis
Abstract:: Global Positioning Systems have allowed for precise timing of power system measurements over wide areas. This newly found capability has the potential to provide much greater insight into the operation of the power system and its response to contingencies, but few analytical techniques currently exist that provide enough robustness and...
Resource Type:: Dissertation
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Development of a mobile process to extract phosphorus from livestock wastes as a valuable fertilizer

Creator:: Hoilman, Gene
Abstract:: Environmental and regulatory concerns are causing confined animal feeding operations (CAFO's) to account for phosphorous content when applying wastewater to agricultural fields for disposal. In most cases this requires more land to spread the waste onto so that the phosphorous needs of the crop are not exceeded. A mobile process...
Resource Type:: Masters Thesis
Full Text:: ' J1 ,- V v ..... ----- , I ~ , i /- ' J. Ro~~d Miner / ! ,/ ' J E1¾_~if onmental and regulatory

Metacontent based techniques for the regression testing of component based software : a case study

Creator:: Chattopadhyay, Soumya
Abstract:: Component based software technologies are viewed as essential for creating the software systems of the future. However the use of externally provided components has serious drawbacks for a wide range of software engineering activities often because of a lack of information about the components. One such drawback involves validation of...
Resource Type:: Capstone Project
Full Text:: January 2003 Commencement January, 2003 -r ) ) ) ) ) ) ) ) ) ) ) ) ) ) j

Explanations and Processes to Enable Humans to Assess AI with Respect to Manipulable Properties

Creator:: Dodge, Jonathan E.
Abstract:: Assessing AI systems is difficult. Humans rely on AI systems in increasing ways, both visible and invisible, meaning a variety of stakeholders need a variety of assessment tools (e.g., a professional auditor, a developer, and an end user all have different needs). We posit that it is possible to provide...
Resource Type:: Dissertation
Full Text:: . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 172 I Log Appendix - Moving with Heuristic Agents . . . . . . . . . . . . . . . . 174 J Data

Physical activity recognition of free-living data using change-point detection algorithms and hidden Markov models

Creator:: Anderson, Michael M.
Abstract:: Physical activity recognition using accelerometer data is a rapidly emerging ﬁeld with many real-world applications. Much of the previous work in this area has assumed that the accelerometer data has already been segmented into pure activities, and the activity recognition task has been to classify these segments. In reality, activity...
Resource Type:: Masters Thesis
Full Text:: Change-Point Detection Algorithms and Hidden Markov Models AN ABSTRACT OF THE THESIS OF Michael M

ScholarsArchive@OSU

Auxiliary Tasks for Efficient Learning of Point-Goal Navigation

Interactive fault localization techniques to empower the debugging efforts of end-user programmers

Inclusive Software Design and Its Methods for Beyond-WIMP User Interfaces

A collaborative filtering algorithm and evaluation metric that accurately model the user experience

WebGD : Framework for web-based GIS/database applications

Advancing Power Grid Computing: Analysis and Synthesis of Wide-Area Data, Distributed Real-Time Hardware-In-the-Loop Simulations, and Machine Learning for Event Detection

Development of a mobile process to extract phosphorus from livestock wastes as a valuable fertilizer

Metacontent based techniques for the regression testing of component based software : a case study

Explanations and Processes to Enable Humans to Assess AI with Respect to Manipulable Properties

Physical activity recognition of free-living data using change-point detection algorithms and hidden Markov models

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