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Josselin Somerville Roberts's Projects

arxivscraper icon arxivscraper

A python module to scrape arxiv.org for a date range and category

autonomous-parking-lot-sweeper icon autonomous-parking-lot-sweeper

This project aims to optimize the path of an autonomous vehicle that sweeps parking lot. The aim is to maximize the covered area while minimizing the time to clean it.

bert-multitask-learning icon bert-multitask-learning

Multitask-learning of a BERT backbone. Allows to easily train a BERT model with state-of-the-art method such as PCGrad, Gradient Vaccine, PALs, Scheduling, Class imbalance handling and many optimizations

blackjackcountingenv icon blackjackcountingenv

Reinforcement learning agent that learns the basic strategy (most optimal choice in every situation) and then how to adapt the betting and playing strategy based on the count.

h-index-predictor icon h-index-predictor

Using a co-citation network and abstracts to predict the H-index of a researcher.

hackathon-spot icon hackathon-spot

Spot My good boy is a personal assistant that you can interact with and that can help you find object you lost in the room

josscustomcommands icon josscustomcommands

Custom commands for Ubuntu used for my work. This includes commands to start and stop with a single command some AWS EC2 instances

josspythontoolbox icon josspythontoolbox

Python library to provide basic useful functions. This includes debugging printing functions, logging and AWS management.

lasergame icon lasergame

Laser Game repository containing the Code, CAD and PCB design to build Laser Tag pieces of equipment

projectocean icon projectocean

Fast wave generation in OpenGL with various rendering effects: BRDF, reflection, foam generation, buoyancy approximation, ...

ptsl icon ptsl

Repository of the paper: Projected Task-Specific Layers for Multi-Task Reinforcement Learning

reachbot-predictor icon reachbot-predictor

Repository of the paper: A Skeleton-based Approach For Rock Crack Detection Towards A Climbing Robot Application

robotscgshop2021 icon robotscgshop2021

Optimization challenge. The goal consisted of determining paths for robots moving on the same map to go from a starting to ending position without obstructing other robots

semapi icon semapi

Remake of the Cemantix web-based game on mobile. This is the server repository.

speechbubblesubtitles icon speechbubblesubtitles

The project aims to generate speech bubble automatically on a video only using the video and a subtitles file.

ssr-renderer icon ssr-renderer

Screen Space Reflection Renderer coded from scratch in C++

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