SimonRosen173
PhD (Computer Science) candidate at the University of the Witwatersrand and part-time software developer.
Johannesburg, South Africa
Pinned Repositories
Analysis-Of-Algorithms
Jupyter notebooks for algorithms covered in 3rd year Computer Science course Advanced Analysis of Algorithms. Includes proofs & complexity analysis.
boolean_composition
Code for the paper "A Boolean Task Algebra For Reinforcement Learning"
collaborative_a_star_pathfinding
Based on David Silver's paper "Cooperative Pathfinding"
Covid19SAData
Data visualisations corresponding to the current Covid19 outbreak in South Africa
Covid19SAData_Data
Data for Covid19SAData_JS. CSVs and related Python code to create and update data.
Covid19SAData_JS
JavaScript based rework of Covid19SAData
covid19za
COVID 19 Data and Dashboard for South Africa
GA-Warehouse-Optimisation
This software uses a genetic algorithm to optimise the layout of an automated warehouse. This software provides the basis of my honors research.
MultiAgentPathFinding
A collection of Multi Agent Path Finding algorithms as part of my honors research. Included are Multi-Agent Pickup and Delivery algorithms.
PythonIntroWorkshop2024
Lecture and lab materials for 2024 Python Introductory Workshop.
SimonRosen173's Repositories
SimonRosen173/GA-Warehouse-Optimisation
This software uses a genetic algorithm to optimise the layout of an automated warehouse. This software provides the basis of my honors research.
SimonRosen173/Covid19SAData
Data visualisations corresponding to the current Covid19 outbreak in South Africa
SimonRosen173/PythonIntroWorkshop2024
Lecture and lab materials for 2024 Python Introductory Workshop.
SimonRosen173/MultiAgentPathFinding
A collection of Multi Agent Path Finding algorithms as part of my honors research. Included are Multi-Agent Pickup and Delivery algorithms.
SimonRosen173/Analysis-Of-Algorithms
Jupyter notebooks for algorithms covered in 3rd year Computer Science course Advanced Analysis of Algorithms. Includes proofs & complexity analysis.
SimonRosen173/boolean_composition
Code for the paper "A Boolean Task Algebra For Reinforcement Learning"
SimonRosen173/collaborative_a_star_pathfinding
Based on David Silver's paper "Cooperative Pathfinding"
SimonRosen173/Covid19SAData_Data
Data for Covid19SAData_JS. CSVs and related Python code to create and update data.
SimonRosen173/Covid19SAData_JS
JavaScript based rework of Covid19SAData
SimonRosen173/covid19za
COVID 19 Data and Dashboard for South Africa
SimonRosen173/csam-template
SimonRosen173/goal-oriented-learning
Implementation of Goal Oriented Learning for World Value Functions in the tabular case for a simple 4rooms grid world.
SimonRosen173/Grid2Op
Grid2Op a testbed platform to model sequential decision making in power systems.
SimonRosen173/JaxMARL
Multi-Agent Reinforcement Learning with JAX
SimonRosen173/JekyllTestSpace
This repo is only meant to test deployment of a Jekyll based github page.
SimonRosen173/ma-safety-gym
Multi-agent extension of safety-gym. Each agent has their own observation space similar to the single agent case and each observation space *does not* include other agents.
SimonRosen173/MARLComposition
Compositional RL implemented in a multi-agent setting
SimonRosen173/ML_Portfolio_Projects
Collection of small machine learning projects on real world data.
SimonRosen173/multi-agent-grid-world
Multi-agent grid world Gym environment
SimonRosen173/MusicBot
:musical_note: The original MusicBot for Discord (formerly SexualRhinoceros/MusicBot)
SimonRosen173/networkx
Network Analysis in Python
SimonRosen173/PettingZoo
An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
SimonRosen173/pyastar2d
A very simple A* implementation in C++ callable from Python for pathfinding on a two-dimensional grid.
SimonRosen173/PyTAG
SimonRosen173/ResumeWebsite
Website to show off my resume & associated skills. Portfolio of work & blog might be included.
SimonRosen173/rl-bench
RL benchmarker for large scale highly parallelised experiments.
SimonRosen173/robotic-warehouse
Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment
SimonRosen173/ruck
🧬 Performant Evolutionary Algorithms For Python with Ray support
SimonRosen173/startbootstrap-resume
A Bootstrap 4 resume/CV theme created by Start Bootstrap
SimonRosen173/wandb
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.