← Back to Videos

What Heavy Robot Arms Cost Robot Learning

Loading video

The study examines whether heavy links and highly geared motors impose hidden training, execution and dynamics costs on robot learning.

Robot Arms Robot Learning Embodiment Gap Dynamics Robotic Arm

Category: arm

Author: @younghyo_park

Date: 2026-11-05T00:00:00

Duration: 41.866s

Source: https://x.com/younghyo_park/status/2118407961773318151

FAR: Robot Arms Learn to Recover From Failure

FAR: Robot Arms Learn to Recover From Failure

@hrhao1 · 140 views · 2026-10-26

Robot LearningManipulation

GNR Scales Dexterous Robot Demos From Human Data

GNR Scales Dexterous Robot Demos From Human Data

@YYang9923 · 71 views · 2026-11-02

Dexterous ManipulationRetargeting

FACT: Learning Dexterous Manipulation from Video and Force

FACT: Learning Dexterous Manipulation from Video and Force

@RavenHuang4 · 130 views · 2026-10-28

FACTDexterous Manipulation

R2-WAM: data-free continual learning for world action models via rectified generative replay

R2-WAM: data-free continual learning for world action models via rectified generative replay

@Yunsong_Zhou · 165 views · 2026-10-21

ContinualLearningWorldActionModel

Maker Mods Arms Run Plain-Language Tasks on Dream-1

Maker Mods Arms Run Plain-Language Tasks on Dream-1

@IsaacSin12 · 172 views · 2026-10-19

AlphaNIST: Binary Reward Plus Control Cost Hits 98.2% Sim Success

AlphaNIST: Binary Reward Plus Control Cost Hits 98.2% Sim Success

@octi_zhang · 237 views · 2026-10-13

Robotic ArmManipulation

As an Amazon Associate, we earn from qualifying purchases.