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Lecture notes, slides and scripts (LaTeX sources) in AI, Robotics, Machine Learning, Maths, Optimization

Jupyter Notebook 120 23 Updated Nov 14, 2024

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

MATLAB 4,169 550 Updated Dec 5, 2024

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

Python 2,747 3,298 Updated Dec 25, 2024

Learning Concise Models from Long Execution Traces

Python 12 1 Updated Aug 10, 2022

Locobot ROS Noetic Custom Repository

Python 5 2 Updated Sep 21, 2023

Personal Testing Playground For Deep RL, includes simplified RL algorithms.

Jupyter Notebook 1 Updated Nov 8, 2023

🐍 Classical Planning in Python

Python 85 24 Updated Sep 3, 2023

PyBullet Planning

C++ 417 117 Updated Nov 22, 2024

A Simulation Environment to train Robots in Large Realistic Interactive Scenes

Python 676 161 Updated Jun 26, 2024

Which object a person is pointing at? Detect it by using YOLO, Openpose and depth image (under customized scene).

Python 38 9 Updated Dec 17, 2019

YOLO3D: 3D Object Detection with YOLO

Python 93 18 Updated Aug 29, 2023

ROS wrapper around GPD

C++ 57 70 Updated Jul 19, 2021

Detect 6-DOF grasp poses in point clouds

C++ 649 236 Updated Jan 31, 2022

Awesome Open-ended AI

192 19 Updated Sep 30, 2024

My small cheatsheets for data science, ML, computer science and more.

1,638 119 Updated Feb 2, 2023

Reimplementation of "An Object-Oriented Representation for Efficient RL"

Python 15 2 Updated Sep 12, 2024

Geant4-Python interface

C++ 22 5 Updated Nov 29, 2021

πŸ‘©β€πŸ’»πŸ‘¨β€πŸ’» Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.

JavaScript 1 Updated Oct 20, 2021

Author's PyTorch implementation of TD3 for OpenAI gym tasks

Python 1,750 438 Updated Jul 14, 2023
C++ 96 47 Updated Aug 11, 2019

⏰ AI conference deadline countdowns

JavaScript 5,714 990 Updated Sep 15, 2024

Stratified Experience Replay. Correcting Multiplicity Bias in Off-Policy Deep Reinforcement Learning. AAMAS 2021.

Python 6 Updated Mar 24, 2023

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

Python 1,789 353 Updated Jul 9, 2024
Python 3 Updated Aug 5, 2022

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

Jupyter Notebook 643 70 Updated Oct 26, 2022

Some useful reinforcement learning code used in practice.

Python 2 1 Updated Dec 18, 2019

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

Python 405 57 Updated Dec 27, 2022

A library to generate LaTeX expression from Python code.

Python 7,321 391 Updated Dec 20, 2024

Implementation of DQN using Tensorflow

Python 2 Updated Oct 8, 2018

All of the code for my Medium articles

Jupyter Notebook 134 108 Updated Nov 28, 2021
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