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☄️Learning

Those that are worth learning!
22 repositories

Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks

Jupyter Notebook 324 100 Updated Nov 18, 2020

A collection of research materials on explainable AI/ML

Markdown 1,508 205 Updated Mar 21, 2025

Seminar on Large Language Models (COMP790-101 at UNC Chapel Hill, Fall 2022)

310 17 Updated Nov 21, 2022

UMich 500-Level Mobile Robotics Course

HTML 731 130 Updated Mar 25, 2023

This repo contains the Hugging Face Deep Reinforcement Learning Course.

MDX 4,370 684 Updated Apr 17, 2025

Reinforcement learning with Qbert. Assignment 3 of ECSE-526.

Python 4 Updated Nov 7, 2017

This is a list of readings for CS348K.

91 15 Updated May 28, 2025

Assignment 1 for Stanford CS348K (implementing a basic camera RAW pipeline)

C++ 32 15 Updated Apr 11, 2023

Course notes for MIT manipulation class

Jupyter Notebook 509 132 Updated May 18, 2025

The English version of 14 lectures on visual SLAM.

TeX 1,673 287 Updated May 8, 2023

Resources related to IIITH courses for learning beyond the courses.

Python 138 26 Updated Aug 14, 2022

A beginners guide to all things robotics

55 31 Updated Feb 23, 2024

Best practices, conventions, and tricks for ROS

C++ 1,581 419 Updated Jan 22, 2022

Paper list of multi-agent reinforcement learning (MARL)

4,382 754 Updated May 26, 2025

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

HTML 72,704 15,912 Updated Jun 7, 2025

edition 2 of the slambook

C++ 5,938 2,087 Updated Dec 27, 2024

SLAM Resources to follow up current SLAM trends and papers.

172 58 Updated May 28, 2019

Learn regex the easy way

46,023 6,269 Updated Mar 27, 2025

📟 My personal vim cheatsheet

755 200 Updated Sep 5, 2018

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Jupyter Notebook 21,346 6,129 Updated Jul 13, 2023

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Python 61,064 6,157 Updated Aug 24, 2024

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

4,884 494 Updated Jul 30, 2024
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