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Hello, I'm [ZorroStardust]

About Me

I'm a professional with expertise in robot control and reinforcement learning, with a keen interest in automation technology. I have considerable experience and expertise in this field and continuously strive to learn and explore new technologies and methods.

Skills

  • Robot Control: I have extensive experience in robot control, including motion planning, path planning, and dynamic modeling.
  • Reinforcement Learning: I have a deep understanding of reinforcement learning algorithms and apply these algorithms in practice to solve real-world problems.
  • Automation: I am passionate about automation technology and adept at using various tools and techniques to enhance work efficiency and quality of life.

Contact

Feel free to reach out to me if you have any questions or suggestions regarding my projects or skills!

Cheng Zhou's Projects

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, ... 🧠

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

coppeliasimrl icon coppeliasimrl

Reinforcement learning environment with CoppeliaSim simulation platform.

dex icon dex

[ICRA'23] Demonstration-Guided Reinforcement Learning with Efficient Exploration for Task Automation of Surgical Robot

easy-rl icon easy-rl

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

elegantrl icon elegantrl

Cloud-native Deep Reinforcement Learning. Please star. 🔥

ggcnn icon ggcnn

Generative Grasping CNN from "Closing the Loop for Robotic Grasping: A Real-time, Generative Grasp Synthesis Approach" (RSS 2018)

go-proxy-bingai icon go-proxy-bingai

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。

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym_vrep icon gym_vrep

build a reinforcement environment like openai gym based on V-rep for a dual-arm robot

hindsight-experience-replay icon hindsight-experience-replay

This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.

mixedrealitytoolkit-unity icon mixedrealitytoolkit-unity

Mixed Reality Toolkit (MRTK) provides a set of components and features to accelerate cross-platform MR app development in Unity.

netron icon netron

Visualizer for neural network, deep learning, and machine learning models

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

reinforcement-learning icon reinforcement-learning

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

rl-adventure-2 icon rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

robotics-rl-srl icon robotics-rl-srl

S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics

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