Zhiyuan Patents Real-Time Agent Behavior Control

🔑 Enhanced Key Takeaways

• •Zhiyuan Robotics' affiliate, Shanghai Zhiyuan Xinchuang Technology Co., Ltd., applied for a related patent in July 2025 on a training method for robot motion control models using actual vs. expected contact sequences to iteratively adjust parameters and improve accuracy.[1]
• •On January 5, 2026, Zhiyuan Robotics spun off its core components department into Shanghai Linyidian Innovation Intelligent Technology Co., Ltd., with Zhiyuan holding 80% equity to accelerate dexterous hand commercialization.[4]
• •Zhiyuan Robotics develops the AGIBOT Raise A1 humanoid robot, launched in 2023, standing 175 cm tall, weighing 55 kg, and capable of walking at 7 km/h for household, logistics, research, and education applications.[7]

🛠️ Technical Deep Dive

• •The July 2025 patent involves obtaining actual contact sequences during robot foot actions generated by the motion control model.
• •It compares these to expected contact sequences derived from phase variables and gait mapping relationships representing swing duty cycles and inter-foot phase shifts.
• •A swing excitation value, negatively correlated with sequence differences, is generated to iteratively adjust motion control model parameters for enhanced accuracy.[1]

🔮 Future ImplicationsAI analysis grounded in cited sources

⏳ Timeline