Control Intelligence

WM + RL + MPC Studio

Predict the future, score the future, then optimize a feasible action now. Build this stack directly into your robotics workflow.

Unified View

One Computational Graph

Core pipeline:

Predict (World Model) -> Evaluate (RL Value/Critic) -> Optimize (MPC) -> Act

World Model makes future trajectories computable, RL shapes long-horizon objectives, MPC enforces feasibility, constraints, and real-time execution.

Architecture Builder

Compose Your Control Stack

Generated Blueprint


            

              
              
            

            

          

        

      

    


    

      

        

          Executable Fusion
          
Blueprint -> Safe Teleop Dispatch

        

        

          

            
            
            
            
            

              
              
            

          

          

            
Projected Command

            

          

        

      

    


    

      

        

          Research Mode
          
NeurIPS-Style Derivation Skeleton

        

        

          

        

      

    


    

      

        

          Visual Math
          
3Blue1Brown-Style Intuition Layer

          

            Blue curve is the RL-shaped objective, green rails are hard MPC constraints, and the orange dot is the optimizer step. You can watch "math" become "safe motor intent" in real time.