Dongming Shen's Projects
The USCRecApp is an Android application designed for USC students to make reservations on USC recreational centers online, implemented in JAVA following best software engineering practices.
my home page ~
Job-Shop Scheduling Problem with Mixed Integer Optimization. Formulation and implementation in Julia Gurobi.
This repository contains Dongming Shen's demonstration code and documentation for the research projects conducted at the IDM Lab, USC. The project focuses on integrating Multi-Agent Path Finding (MAPF) with Multi-Agent Reinforcement Learning (MARL) to explore efficient coordination strategies among autonomous agents in dynamic environments.
Mistral and Mixtral (MoE) from scratch
A data science project to predict online pet adoption speed using image, natural language, and tabular data with a multi-modal ML framework.
This repository contains Dongming Shen's code and documentation for the research projects conducted at the AIDyS Lab, USC. The project focuses on integrating Reinforcement Learning (RL) to solve partially observable Markov decision processes (POMDP) under finite linear temporal logic (LTL) constraints.
RAG based QA system based on domain knowledge from local PDFs, useful for reviewing for exams and interviews :)
LLM for fun