Cheng Zhou's Projects
A useful tool for building android artifacts via Github Action
🧑🏫 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, ... 🧠
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Efficient 6-DoF Grasp Generation in Cluttered Scenes
Reinforcement learning environment with CoppeliaSim simulation platform.
PyTorch implementations of deep reinforcement learning algorithms and environments
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
[ICRA'23] Demonstration-Guided Reinforcement Learning with Efficient Exploration for Task Automation of Surgical Robot
强化学习中文教程(蘑菇书),在线阅读地址:https://datawhalechina.github.io/easy-rl/
Cloud-native Deep Reinforcement Learning. Please star. 🔥
Robot manipulation project
Generative Grasping CNN from "Closing the Loop for Robotic Grasping: A Real-time, Generative Grasp Synthesis Approach" (RSS 2018)
用 Vue3 和 Go 搭建的微软 New Bing 演示站点,拥有一致的 UI 体验,支持 ChatGPT 提示词,国内可用。
A toolkit for developing and comparing reinforcement learning algorithms.
build a reinforcement environment like openai gym based on V-rep for a dual-arm robot
https://hrl.boyuai.com/
This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.
Isaac Gym Reinforcement Learning Environments
Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)
Intel® RealSense™ SDK
Mixed Reality Toolkit (MRTK) provides a set of components and features to accelerate cross-platform MR app development in Unity.
Visualizer for neural network, deep learning, and machine learning models
PyTorch implementations of Generative Adversarial Networks.
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
Antipodal Robotic Grasping using GR-ConvNet. IROS 2020.
S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
URDF model of Robotiq 2-Finger Adaptive Robot Gripper 85