Research and Inspiration
Including formal research and just academic inspiration
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Ongoing Research
Ongoing Research
Network Analysis of social networks from AI-generated short stories
Network Analysis of social networks from AI-generated short stories
Project with Dr. Katherine Perry. My contribution involves the development of a program that constructs social networks from stories and the automation of story generation with Gemini API
Model-free Reinforcement Learning for Non-stationary Markov Decision Processes
Model-free Reinforcement Learning for Non-stationary Markov Decision Processes
Project at REU-CAAR at the University of Maryland, College Park
Prior Research
Prior Research
Fully Autoregressive Multimodal LLM for Contextual Emotion Recognition
Fully Autoregressive Multimodal LLM for Contextual Emotion Recognition
Research project at Texas State University. Accepted by IEEE UEMCON 2024.Â
World_Models_2024.pdfInvestigating the Understanding of Spatio-temporal Information in World Models
Investigating the Understanding of Spatio-temporal Information in World Models
Research project supported by the University of Tokyo. Final project for World Model 2024.
Nonaka_Hiroshi_SIGS2025.pdfVariational Understanding of State Behaviors: Application of Free Energy Principle to Social Constructivism
Variational Understanding of State Behaviors: Application of Free Energy Principle to Social Constructivism
Project for Soka Institute for Global Solutions Fellowship 2025.
Uncovering the Internal Representations of Neural Networks with Regression Analysis.pdfUncovering the Internal Representations of Neural Networks with Regression Analysis
Uncovering the Internal Representations of Neural Networks with Regression Analysis
Regression Analysis Final Project, Spring 2025
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