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chenjianhua1992's Projects

chinesschess icon chinesschess

Cross-platform and online battle platform game based on Qt: Chinese Chess

cnn-3d-pose-estimation icon cnn-3d-pose-estimation

Estimate 3D pose of object in image using a convoluted neural network. Trained on both real and synthetic data.

ddpg-ros-keras icon ddpg-ros-keras

An implementation of the Deep Deterministic Policy Gradient (DDPG) algorithm using Keras/Tensorflow with the robot simulated using ROS/Gazebo/MoveIt!

e2c icon e2c

TensorFlow impementation of: Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images

fetch icon fetch

Mujoco Models for the Fetch Robot

gazebodomainrandom icon gazebodomainrandom

Implementation of some Domain Randomization tools within the ROS+Gazebo framework, following the work of Tobin et al. "Domain Randomization for Transferring Deep Neural Networks from Simulation to the Real Worl" (https://arxiv.org/abs/1703.06907)

house3d icon house3d

a Realistic and Rich 3D Environment

jaco-gym icon jaco-gym

Reinforcement learning on the Jaco Arm in Gazebo using Gym. An honours project at McGill University.

jetson-reinforcement icon jetson-reinforcement

Deep reinforcement learning GPU libraries for NVIDIA Jetson with PyTorch, OpenAI Gym, and Gazebo robotics simulator.

ml_dl_rl icon ml_dl_rl

机器学习,深度学习,强化学习等笔记

posecnn icon posecnn

A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes

qtexamples icon qtexamples

Qt 的 GUI 控件使用和网络;DTK 重绘控件方式的框架架构解析;Qt 原理/运行机制理解;QtCrator 使用和一些小技巧;系列文章教程

robotiq-ur5 icon robotiq-ur5

Simulator of UR5 robotic arm with Roboriq gripper, built with MuJoCo

shape_pusher_env icon shape_pusher_env

Simple mujoco environment of a sphere agent pushing objects of various shapes and colors

urdf2mjcf icon urdf2mjcf

Convert URDF robot definitions to MuJoCo environments

visual-pushing-grasping icon visual-pushing-grasping

Train robotic agents to learn to plan pushing and grasping actions for manipulation with deep reinforcement learning.

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