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Robotics & Embodied Artificial Intelligence Lab (REAL) photo

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Name: Robotics & Embodied Artificial Intelligence Lab (REAL)

Type: Organization

Bio: We develop algorithms that enable intelligent systems to learn from their interactions with the physical world to execute complex tasks and assist people

Location: United States of America

Blog: https://real.stanford.edu/

Robotics & Embodied Artificial Intelligence Lab (REAL)'s Projects

adagrasp icon adagrasp

[ICRA 2021] AdaGrasp: Learning an Adaptive Gripper-Aware Grasping Policy

aspire icon aspire

[NeurIPS 2022] ASPiRe: Adaptive Skill Priors for Reinforcement Learning

busybot icon busybot

[CoRL 2022] BusyBot: Learning to Interact, Reason, and Plan in a BusyBoard Environment

cloth-funnels icon cloth-funnels

[ICRA 2023] This repository contains code for training and evaluating Cloth Funnels in simulation for Ubuntu 18.04.

cow icon cow

[CVPR 2023] CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation

dextairity icon dextairity

[RSS 2022, Best System Paper Finalist] DextAIRity: Deformable Manipulation Can be a Breeze

dgdm icon dgdm

Dynamics-Guided Diffusion Model for Robot Manipulator Design

diffusion_policy icon diffusion_policy

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

dsr icon dsr

[CoRL 2020] Learning 3D Dynamic Scene Representations for Robot Manipulation

fit2form icon fit2form

[CoRL 2020] Fit2Form: 3D Generative Model for Robot Gripper Form Design

flingbot icon flingbot

[CoRL 2021 Best System Paper] This repository contains code for training and evaluating FlingBot in both simulation and real-world settings on a dual-UR5 robot arm setup for Ubuntu 18.04

garmentnets icon garmentnets

[ICCV 2021] GarmentNets: Category-Level Pose Estimation for Garments via Canonical Space Shape Completion

gpat icon gpat

[CoRL 2023] Rearrangement Planning for General Part Assembly

irp icon irp

[RSS 2022 Best Paper, Best Student Paper Finalist] Iterative Residual Policy for Goal-Conditioned Dynamic Manipulation of Deformable Objects

minwsg icon minwsg

Minimal code for controlling Schunk WSG grippers

reflect icon reflect

[CoRL 2023] REFLECT: Summarizing Robot Experiences for Failure Explanation and Correction

roboninja icon roboninja

[RSS 2023] RoboNinja: Learning an Adaptive Cutting Policy for Multi-Material Objects

scalingup icon scalingup

[CoRL 2023] This repository contains data generation and training code for Scaling Up & Distilling Down

seat icon seat

Scene Editing as Teleoperation: A Case Study in 6DoF Kit Assembly

semantic-abstraction icon semantic-abstraction

[CoRL 2022] This repository contains code for generating relevancies, training, and evaluating Semantic Abstraction.

sscnav icon sscnav

[ICRA 2021] SSCNav: Confidence-Aware Semantic Scene Completion for Visual Semantic Navigation

umpnet icon umpnet

[RA-L / ICRA 2022] UMPNet: Universal Manipulation Policy Network for Articulated Objects

xskill icon xskill

[CoRL 2023] XSkill: cross embodiment skill discovery

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