RLWRLD

Summary

About

About RLWRLD

RLDX-1 is a dexterity-first foundation model built around five-finger manipulation rather than gripper-only motion. Its multimodal policy processes vision and language together with force, tactile contact and working-memory signals, allowing robot hands to coordinate contact timing and torque during precise industrial tasks.

RLWRLD develops the model from task data collected with industry partners and is building shared dexterity infrastructure around it. The company introduced RLDX-1 in 2026 alongside DexBench and humanoid-data standards intended to compare manipulation performance across hands and robot embodiments. Operations span the United States, South Korea and Japan, with the current programme centred on model and data development rather than a proprietary humanoid body.

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Articles

Funding

Investors

  • ANA Holdings - Participant - Angel / Individual - 1 funding event - first seen 2025-04-14
  • CJ Logistics - Participant - Strategic Industrial - 1 funding event - strategic/corporate - first seen 2026-02-25
  • Global Brain - Participant - VC - 1 funding event - first seen 2025-04-14
  • Hanwha Asset Management - Participant - Unknown - 1 funding event - first seen 2026-02-25
  • Hashed - Lead - Unknown - 1 funding event - first seen 2025-04-14
  • Hashed Ventures - Participant - VC - 1 funding event - first seen 2026-02-25
  • Headline Asia - Participant - Angel / Individual - 1 funding event - first seen 2026-02-25
  • Hyosung Ventures - Participant - VC - 1 funding event - first seen 2026-02-25
  • Kakao Investment - Participant - Angel / Individual - 1 funding event - first seen 2026-02-25
  • KDDI - Participant - Unknown - 1 funding event - first seen 2025-04-14
  • LG Electronics - Participant - Corporate / CVC - 1 funding event - strategic/corporate - first seen 2025-04-14
  • Lotte Ventures - Participant - VC - 1 funding event - first seen 2026-02-25
  • Mirae Asset Venture Investment - Participant - VC - 1 funding event - first seen 2025-04-14
  • Mirae Asset-Emart Investment Fund I - Participant - VC - 1 funding event - first seen 2026-02-25
  • Mitsui Chemicals - Participant - Angel / Individual - 1 funding event - first seen 2025-04-14
  • Shimadzu - Participant - Unknown - 1 funding event - first seen 2025-04-14
  • SK Telecom - Participant - Corporate / CVC - 1 funding event - strategic/corporate - first seen 2025-04-14
  • Smilegate Investment - Participant - Angel / Individual - 1 funding event - first seen 2026-02-25
  • T Investment - Participant - Unknown - 1 funding event - first seen 2026-02-25
  • Z Venture Capital - Participant - VC - 1 funding event - first seen 2026-02-25

Team

  • Jung-Hee Ryu - Founder and CEO - Ryu leads RLWRLD's physical-AI foundation-model business.

Research

  • RLWRLD coauthors FRED world-action model with released checkpoints

    2026-10-21 - Research Publication - Action prediction uses future representations from one denoising step rather than iterative video generation. Physical Franka Research 3 experiments use a Robotiq 2F-85 gripper; OpenArm experiments test human–robot co-training. Released training and evaluation code accompanies 5B and 14B DROID checkpoints and a 5B RoboCasa checkpoint.

    Source
  • RLWRLD-coauthored VPM jointly models video and 3D point motion

    2026-10-20 - Research Publication - The initial VPM-Data release provides 10,000 simulation clips across tabletop manipulation and urban dynamics. VP-WorldBench evaluates forecasting across simulated and real settings; public implementation code accompanies the work. Point supervision improves the action-enabled model’s manipulation success in the authors’ simulated and DROID real-robot tests.

    Source

Timeline

Events

Relations

Relationships

  • Microsoft

    Technology Partner - RLWRLD works with Microsoft on Azure compute, Microsoft Research collaboration and industrial robotics AI commercialization.

  • CJ Logistics

    Logistics Robot Foundation Model And Physical AI Partner - CJ Logistics and RLWRLD jointly develop and validate logistics-specific robot foundation models and Physical AI for commercial services.

  • WIRobotics

    Allex Intelligence Development - WIRobotics and RLWRLD collaborate on developing intelligence for the ALLEX humanoid platform.

Context

Comparable profiles

Shared workflows

Context tags

  • Dexterous manipulation - Capability - RLWRLD presents RLDX-1 as a dexterity-first foundation model for five-finger robot manipulation and industry tasks: https://www.rlwrld.ai/en
  • Robot foundation model developer - Peer Group - RLWRLD presents RLDX-1 as a dexterity-first foundation model for five-finger robot manipulation and industry tasks: https://www.rlwrld.ai/en
  • Embodied foundation model developer - Stack Layer - RLWRLD presents RLDX-1 as a dexterity-first foundation model for five-finger robot manipulation and industry tasks: https://www.rlwrld.ai/en
  • Industrial embodied control - Workflow - RLWRLD presents RLDX-1 as a dexterity-first foundation model for five-finger robot manipulation and industry tasks: https://www.rlwrld.ai/en
  • Humanoid robot control stack - Stack Layer - RLWRLD presents RLDX-1 as a dexterity-first foundation model for five-finger robot manipulation and industry tasks: https://www.rlwrld.ai/en