SUMMARY:

 

CUE7 is Toyota’s seventh‑generation basketball‑shooting humanoid robot, unveiled in April 2026. It represents a major redesign of the CUE platform, featuring a dramatically reduced weight (120 kg → 74 kg), an inverted two‑wheel base, and a hybrid control system combining reinforcement learning (RL) with model predictive control (MPC).  

CUE7 uses advanced vision, distance estimation, and trajectory computation to deliver high‑arc, high‑precision basketball shots, continuing Toyota’s record‑setting lineage that includes CUE3’s 2,020 consecutive free throws and CUE6’s 24.55 m Guinness World Record long‑range shot.  

 

EDITORIAL:

 

CUE7 is not just a sports novelty — Toyota explicitly uses basketball as a testbed for embodied AI, motion planning, and real‑time control challenges that map directly to manufacturing robotics.  

Basketball forces the robot to:

 

- Identify a target  

- Measure distance  

- Compute trajectory  

- Adjust posture and arm angle  

- Control release force  

- Repeat with consistency  

 

This is the same skill stack required for precision industrial tasks.  

 

CUE7’s new inverted two‑wheel structure gives it more dynamic mobility, while the 38% weight reduction improves responsiveness and energy efficiency.  

 

The hybrid RL + MPC system allows CUE7 to learn from misses, refine its mechanics, and adapt its shot in real time — a capability Toyota intends to port into next‑generation factory robots.  

 

SPECIFICATIONS:

 

Dimensions & Build

 

- Height: Not published  

- Weight: 74 kg (down from 120 kg)  

- Structure: Inverted two‑wheel base  

- Category: AI basketball humanoid / embodied‑AI research platform  

 

Mobility

 

- Mobility type: Two‑wheel inverted balance system  

- Purpose: Dynamic repositioning on court  

- Improvements: Lighter frame → faster posture adjustments  

 

Degrees of Freedom

 

Toyota does not publish DOF counts for CUE robots.  

Functional DOF includes:

 

- Multi‑axis shoulder, elbow, and wrist  

- Torso stabilization  

- Two‑wheel locomotion  

 

Actuation & Manipulation

 

- Shooting mechanism:  

  - AI‑controlled arm angle  

  - Posture micro‑adjustments  

  - Force‑controlled release  

- Capabilities:  

  - Long‑range precision shots  

  - High‑arc trajectories  

  - Rapid shot‑to‑shot consistency  

 

Perception & Sensors

 

- Vision system:  

  - Hoop detection  

  - Distance estimation  

  - Target locking  

- Sensor suite:  

  - Cameras (type not disclosed)  

  - Motion sensors for posture correction  

- Behavior:  

  - Visually locks onto hoop  

  - Adjusts arm angle and posture before each shot  

 

Compute & AI

 

- AI architecture:  

  - Hybrid Reinforcement Learning + Model Predictive Control  

- Capabilities:  

  - Real‑time trajectory calculation  

  - Adaptive correction after misses  

  - Repeatable precision motion  

- Purpose:  

  - Embodied‑AI research  

  - Transfer learning for manufacturing robotics  

 

Battery & Power

 

- Not published  

 

Connectivity

- Not published  

 

Applications

 

- Embodied‑AI research  

- Vision + motion control testing  

- Precision robotics development  

- Public demonstrations  

- Sports technology showcases  

 

Pricing

 

- Not for sale  

- Internal Toyota R&D platform  

 

WHAT IS NOT PUBLISHED:

 

- DOF count  

- Battery capacity  

- Compute hardware details  

- Maximum shot distance for CUE7 (only “improved long‑range accuracy” is stated)  

- Internal actuator torque values  

 

COMPANY SOURCE:

 

https://www.techrepublic.com/article/news-toyota-cue7-basketball-robot-apac/

 

NEWs & KEY COVERAGE:

https://youtube.com/shorts/Or323Jrtbao?si=afT6WSHKtBlSRVz3