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Guanang (Shirley) Su's Projects

arm_transporter icon arm_transporter

Q-attention (within the ARM system) and coarse-to-fine Q-attention (within C2F-ARM system).

bulletarm icon bulletarm

BulletArm is a benchmark and learning-environment for robotic manipulation.

diffuser icon diffuser

Code for the paper "Planning with Diffusion for Flexible Behavior Synthesis"

diffusion_policy icon diffusion_policy

[RSS 2023] Diffusion Policy Visuomotor Policy Learning via Action Diffusion

equi_q_spital icon equi_q_spital

This repository contains the code of the paper Equivariant Q Learning in Spatial Action Spaces

manipulator-mujoco icon manipulator-mujoco

Base Mujoco Gymnasium environment for easily controlling any robot arm with operational space control. Built with dm-control PyMJCF for easy configuration.

multimae icon multimae

MultiMAE: Multi-modal Multi-task Masked Autoencoders, ECCV 2022

orb_slam3 icon orb_slam3

ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

r3m icon r3m

Pre-training Reusable Representations for Robotic Manipulation Using Diverse Human Video Data

ravens icon ravens

Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.

rl_cs5180 icon rl_cs5180

Reinforcement Learning and Sequential Decision Making

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