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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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