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Humanoids

Latest Humanoids

Boston Dynamics Atlas humanoid robot holding objects with its redesigned hand visible.
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Boston Dynamics Builds Atlas a Simpler, Simulation-Ready Hand

The announced four-finger hand uses identical sealed actuators and has been tested at headquarters, but it is not yet across the Atlas fleet.

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A Faster Way for Robots to Clear Clutter

A proposed planning method helps robots choose which objects to move, trading perfect answers for much shorter search times.

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Workhorse Teaches a Humanoid Difficult Full-Body Tasks

RAI Institute’s system learns from human demonstrations, then performs selected behaviors on a real Unitree G1.

A humanoid robot performs a sequence of manipulation tasks, including picking up objects and placing them in a basket and box.
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Two Humanoid Models Tie Prediction to Real Motion

Two arXiv papers propose different fixes for the same problem: a robot’s planned movement is not always the movement its body achieves.

A humanoid robot seated beside a small table in a motion-capture space, with a monitor visible behind it.
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HiPHI Links Human Motion to Humanoid Robot Skills

A sponsored Wiley and IEEE white paper describes a 617.5-hour dataset, including object interactions, and reports testing on a Unitree G1.

Diagram showing iGPC transferring motion skills to humanoid tasks, including contact-based stabilization and object pushing.
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iGPC Transfers Motion Skills to Object-Aware Humanoid Control

The paper combines a pretrained motion controller with task-specific learning and onboard sensing; its key success rates come from simulation, not hardware.

Rohit Prasad pictured beside a Boston Dynamics humanoid robot in an industrial workspace.
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Rohit Prasad to Push Boston Dynamics Toward Physical AI

The former Amazon AI executive will focus on turning robotics research into useful industrial and commercial systems.

Research diagram showing a humanoid robot and serial-link wrist mounts adapted for da Vinci surgical tools.
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DASH Lets Humanoids Use da Vinci Surgical Tools

A UC San Diego arXiv research paper reports tool recognition and teleoperation tests, not a clinical product.

Diagram of a hierarchical controller for an underactuated biped, linking planning, obstacle representation, reinforcement learning, and gait commands.
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A Biped Learns to Choose Safer Walking Commands

An IIT Mandi paper proposes a two-level controller that links route planning with gait limits, tested only in PyBullet simulation.

Diagram of a multimodal social-agent framework connecting user input, memory, visual and speech cues, facial expressions, gestures, and robot deployment.
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ARISE Helps Sophia Match Social Context With Movement

The ShanghaiTech framework links memory, visual cues, speech, facial motion, and gestures in a physical robot demo.

Diagram of the TRABot system pipeline showing offline gesture-motion construction, online speech and dialogue processing, and coordinated robot motion, digital face, and speech execution.
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How TRABot Coordinates a Humanoid’s Voice, Face, and Gestures

A UAE University research system uses a prebuilt gesture catalog and state-aware replanning on a physical G1 robot.

Humanoid robot handling a basketball, shown in baseline and filter-aware method comparisons.
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CoFiT Teaches Humanoid Trackers to Work With Safety Filters

The proposed method lets a learned motion policy see constraints, remember corrections, and adjust before the filter must intervene.

Research figure showing humanoid robot motion examples, recovery sequences, and responses to disturbances.
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How KungfuAthleteBot Turns Martial Arts Video Into Recoverable Robot Motion

A preprint combines motion repair, physics-aware training, and one recovery policy on a 29-degree-of-freedom Unitree G1.

RoboAssist humanoid robot assisting a surgical team in a mock operating-room setup, with a workflow overlay showing navigation and handover steps.
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RoboAssist Replans the Affected Part of Surgical Tasks

The proposed framework separates uncertain human activity from robot actions, then updates only the unfinished work that no longer fits.

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How a Fruit-Fly Model Moves a Humanoid Robot

IEEE Spectrum reports a research demonstration linking stereo vision, an insect neural model, and a Unitree G1’s motor commands.

A seated operator wearing a headset and using foot pedals remotely guides a humanoid robot in a construction-like workspace; the robot wears a high-visibility vest.
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Seated Operator Guides Humanoid Through Construction Tasks

A University of California, Irvine feasibility study used headset tracking and foot pedals, but the robot worked far slower than a person.

Close-up photograph of a blue-and-white robotic hand with two raised fingers against a black background.
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Atlas Gets a Robot Hand Built for Service

Boston Dynamics trades a humanlike shape for simpler production, tool use, and replaceable hardware.

VPG-branded test fixture displaying small force-sensing components.
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Custom Sensors Could Give Humanoids Better Physical Control

Vishay Precision Group plans a RoboBusiness showcase of embedded force and torque sensing; the announcement describes custom engineering, not a confirmed robot deployment.