Models

Models That Connect Perception, Prediction and Action

ANIGON develops a coordinated model stack for spatial manipulation, tactile intelligence, predictive world modeling and continual recovery.

Continual learning and recovery

Human-in-the-Loop RL: Humans and Robots Improving Together

The robot learns not only how to succeed, but also how to recover when execution deviates from the intended task.

1

Human Demonstration

2

Imitation Learning

3

Autonomous Execution

4

Human Intervention

5

Error Recovery

6

Reinforcement Learning

7

Continual Improvement

Normal execution

Deviation

Human intervention

Recovery

Policy update

Deploy in the real world

Deploy Embodied Intelligence in Your Real-World Operations

From task assessment and data collection to model adaptation, robot deployment, system integration and continuous optimization.