1. Multi-Agent Deep Reinforcement Learning Applications to Capture the Flag-Style Scenarios Open Access Author: Perkinson, Kyle Title: Multi-Agent Deep Reinforcement Learning Applications to Capture the Flag-Style Scenarios Graduate Program: Mechanical Engineering (MS) Keywords: Machine LearningReinforcement LearningMulti-Agent Reinforcement Learning File: Download ThesisFinal3_22.pdf Committee Members: Michael Roan, Thesis Advisor/Co-AdvisorAlfred Scott Lewis, Committee MemberRobert Francis Kunz, Program Head/ChairSara B Noss, Committee Member
2. Neural Embedded Optimization For Integrated Location and Routing Problems Restricted (Penn State Only) Author: Ayala, Harshita Title: Neural Embedded Optimization For Integrated Location and Routing Problems Graduate Program: Industrial Engineering (MS) Keywords: Location Routing ProblemsNeural NetworksMachine LearningMixed Integer Programming File: Login to Download Committee Members: Anirudh Subramanyam, Thesis Advisor/Co-AdvisorSoundar Kumara, Committee MemberSteven Landry, Program Head/Chair
3. Task Graph Based Mistake Detection in Instructional Videos Open Access Author: Sell, Parker Title: Task Graph Based Mistake Detection in Instructional Videos Graduate Program: Computer Science and Engineering (MS) Keywords: Mistake RecognitionMachine LearningInstructional VideosAssembly VideosTask GraphVisual Recognition Network File: Download Parker_CSE_Thesis.pdf Committee Members: Huijuan Xu, Thesis Advisor/Co-AdvisorRui Zhang, Committee MemberChitaranjan Das, Program Head/Chair