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MIINGYANG's Projects

al-folio icon al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 59 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, ... 🧠

drl icon drl

单机多卡分布式训练+两个PPO训练trick

drl-code-pytorch icon drl-code-pytorch

Tricks; Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

drlib icon drlib

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

elegantrl icon elegantrl

Cloud-native Deep Reinforcement Learning. 🔥

fast-planner icon fast-planner

A Robust and Efficient Trajectory Planner for Quadrotors

grid_map icon grid_map

Universal grid map library for mobile robotic mapping

madrl icon madrl

Repo containing code for multi-agent deep reinforcement learning (MADRL).

minigrid icon minigrid

Simple and easily configurable grid world environments for reinforcement learning

paper_downloader icon paper_downloader

Download papers and supplemental materials from open-access paper website, such as AAAI, ACCV, AISTATS, COLT, CVPR, ECCV, ICCV, ICLR, ICML, IJCAI, JMLR, NIPS.

pymarl icon pymarl

Python Multi-Agent Reinforcement Learning framework

robotics-nav2-slam-example icon robotics-nav2-slam-example

An example project which contains the Unity components necessary to complete Navigation2's SLAM tutorial with a Turtlebot3, using a custom Unity environment in place of Gazebo.

rosdistro icon rosdistro

This repo maintains a lists of repositories for each ROS distribution

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