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hymwgk's Projects

pytorch-a2c-ppo-acktr-gail icon pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

regnet_for_3d_grasping icon regnet_for_3d_grasping

RGENet is a REgion-based Grasp Network for End-to-end Grasp Detection in Point Clouds. It aims at generating the optimal grasp of novel objects from partial noisy observations.

regrad icon regrad

the code for generating REGRAD dataset

robel icon robel

ROBEL: Robotics Benchmarks for Learning with low-cost robots

s4g-release icon s4g-release

S4G: Amodal Single-view Single-Shot SE(3) Grasp Detection in Cluttered Scene

simulate_dataset_generation icon simulate_dataset_generation

Simulate Grasp Dataset Generation (未完成版)主要实现的功能是,使用Antipodal算法对虚拟的物理环境中的Mesh模型进行6-Dof抓取采样

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