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Sean's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

arena-bench icon arena-bench

A benchmark to evaluate local planner including model-based and learning-based methods

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

batcrl icon batcrl

BATC Reinforcement Learning Library

deeprl icon deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

deepsort icon deepsort

support deepsort and bytetrack MOT(Multi-object tracking) using yolov5 with C++

drl_grasping icon drl_grasping

Deep Reinforcement Learning for Robotic Grasping from Octrees

drlib icon drlib

DRLib:A concise deep reinforcement learning library, integrating HER and PER for almost off policy RL algos.

easy-rl icon easy-rl

强化学习中文教程,在线阅读地址:https://datawhalechina.github.io/easy-rl/

edgenets icon edgenets

This repository contains the source code of our work on designing efficient CNNs for computer vision

espnetv2 icon espnetv2

A light-weight, power efficient, and general purpose convolutional neural network

fiss_planner icon fiss_planner

[RA-L 2022] FISS: A Trajectory Planning Framework using Fast Iterative Search and Sampling Strategy for Autonomous Driving

fuel icon fuel

An Efficient Framework for Fast UAV Exploration

gitignore icon gitignore

A collection of useful .gitignore templates

gym-gazebo icon gym-gazebo

Refer to https://github.com/AcutronicRobotics/gym-gazebo2 for the new version

gym-gazebo2 icon gym-gazebo2

gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo

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