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Hi there citizen of the internet! šŸ‘‹

My name is Esra'a, pronounced " Ess-raa' ". I love tackling new challenges and collaborating with all kinds of interesting people along the way. I am a Canadian Computer Science Masters student at the University of Alberta, affiliated with AMII (Alberta Machine Intelligence Institute) and RLAI (Reinforcement Learning and Artificial Intelligence Lab).

  • šŸ”­ Iā€™m currently working on designing a Model-Based Reinforcement Learning algorithm for fast adaptation in complex and seemingly changing worlds.
  • šŸ‘Æ Iā€™m looking to collaborate on Jax based implentations of meta-learning algorithms for reinforcment learning! There simply isn't enough out there in the open source world and we need this to be able to build more reliable scientific foundations for future research.
  • āš” Fun fact: I am a downhill skiing enthusiast. One of my dreams is try all the major North American ski hills at least once.
  • šŸ“« How to reach me: email me using --> esraa1 at ualberta.ca

(Note that this profile is under construction, so a lot of what's in here that is public is fairly old work that skews towards hackathons. I should be releasing my more recent research-related work soon, stay tuned :) )

Esra'a's Projects

classic-rl-control-agents icon classic-rl-control-agents

Essentially a personal sandbox. A compilation of classical rl agents for control that are integrated with the rl-control-template

clevr_robot_env icon clevr_robot_env

CLEVR-Robot: a reinforcement learning environment combining vision, language and control.

cuhacking-exoplanet-explorer icon cuhacking-exoplanet-explorer

The exoplanet explorer is a website project that aims to provide a 3D visualization experience along with filtering of real data of all exoplanets discovered by the Kepler mission.

export-kobo icon export-kobo

A Python tool to export annotations and highlights from a Kobo SQLite file.

handsraised icon handsraised

Web app to communicate with instructors in classroom

magenta icon magenta

Magenta: Music and Art Generation with Machine Intelligence

meta-rl icon meta-rl

Jax based implementations of rl algorithms with meta-learning

notion_widgets icon notion_widgets

A set of HTML widgets that could be embedded into Notion.so https://www.notion.so/ pages. For more see https://blog.shorouk.dev/notion-widgets-gallery/

optax icon optax

Optax is a gradient processing and optimization library for JAX.

project-rez icon project-rez

This is code for our project that investigated the effect of reward sparsity on the differentially private reinforcement learning algorithm by Wang and Hegde (2019).

rliable icon rliable

[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.

tool-games icon tool-games

Physics games involving tool use for studying human physical representations and rapid trial-and-error learning

wideawake icon wideawake

Project at Terrible Hacks for waking someone up with an innovative alarm

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