Robotics

Humanoids, industrial and service robots, robot learning breakthroughs, and the companies and deals behind them.

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Agility Robotics cleared a shareholder vote on its $2.5 billion SPAC deal, while a new ISO standard targets coordination across mobile robot fleets.

Robotics6 items

Research also showed humanoids combining walking and manipulation skills without demonstrations of complete task sequences.

New5

Research

Optimized controller cuts robotic arm tracking error 89% in simulations

A genetically optimized fuzzy logic controller reduced average tracking error by 89% in simulations of a three-degree-of-freedom robotic arm. It also outperformed alternative controllers under disturbances and changes in system parameters.

Why it matters: The results suggest potential for more robust arm control, but physical-hardware performance remains unreported in the supplied item.

Follow-ups1

Shareholders approve Agility Robotics’ $2.5 billion SPAC deal

Churchill Capital XI shareholders approved the Agility Robotics transaction, which is expected to provide approximately $465 million in gross capital as Agility expands industrial deployments of Digit.

Why it matters: The approval advances a major financing transaction supporting commercial humanoid deployment, though the deal is not reported as closed.

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Recent briefs

  1. Tue, Nov 36 itemsAgility Robotics cleared a shareholder vote on its $2.5 billion SPAC deal, while a new ISO standard targets coordination across mobile robot fleets. Research also showed humanoids combining walking and manipulation skills without demonstrations of complete task sequences.
  2. Mon, Nov 23 itemsJR East is putting a chainsaw-equipped humanoid to work trimming trees, while Iron is receiving a solid-state battery. A mountain-climbing competition also provided a concrete test of robot mobility and endurance.
  3. Sun, Nov 12 itemsNew reports add details to Meta’s humanoid effort, including a three-month prototype build and second-generation development. Matrix Robotics also plans to establish an R&D center in Korea next year.
  4. Sat, Oct 314 itemsMeta reportedly built a humanoid prototype with Fourier, while Figure AI reportedly froze its Figure 04 design alongside a $3.5 billion compute commitment. Musk denied reports that Optimus orders would open in December.
  5. Fri, Oct 308 itemsAgility Robotics lowered its expected SPAC proceeds to $465 million, while a U.S. investigation concluded that dependence on imported robotics poses a national security risk. Atlas component production plans and new robot capability demonstrations rounded out the edition.
  6. Thu, Oct 295 itemsCommercial scale-up led this edition: Bedrock Robotics secured $600 million, GXO plans Digit deployments at two more sites, and North American robot orders rose 24.8%. Research updates included touch-sensing electronic skin and biomimetic underwater locomotion.
  7. Wed, Oct 287 itemsUnitree reported strong quarterly revenue growth, while Agility added customers and Neura opened a major robotics facility with TUM. Audi’s humanoid logistics tests and new soft-robot and mobility research rounded out the edition.

Who and what it tracks

  • UnitreeCompany8
  • Boston DynamicsCompany6
  • Agility RoboticsCompany6
  • TeslaCompany5
  • FigureCompany4
  • NVIDIACompany2