RESEARCH & PROJECTS

Research

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Published · Physical Review E 112, 054309 (2025)

Evolution of Cooperation in a Bimodal Mixture of Conditional Cooperators

01ResearchPUBLISHED

Evolution of Cooperation in a Bimodal Mixture of Conditional Cooperators

Physical Review E 112, 054309 (2025)

Co-authored published research on evolutionary game theory

PythonQ-LearningReinforcement LearningGame Theory
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02Research

de Rham Cohomology in Manifold Theory

Faculty-supervised research in smooth manifold topology

Differential Topologyde Rham CohomologyMayer–VietorisDifferential Forms
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03Research

Incorporating Power Dynamic in Cooperation and Defection with RL

Q-learning study of social hierarchy and cooperative behavior

PythonQ-TableReinforcement LearningMulti-agent Systems
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04Machine Learning

Letter Recognition with SVC, Random Forest and CNN

Multi-model ML pipeline for character classification

PythonScikit-learnTensorFlowCNN
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05Machine Learning

Robomaster Computer Vision — Ursaworks Robotics Club

Dataset collection and ML model training for robot competition

PythonComputer VisionObject DetectionVideo Labeling
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