Evidence, benchmarking, and simulation for trustworthy embodied systems.
Validation and Simulation is the topic program focused on how embodied systems are benchmarked, stress-tested, calibrated, and argued from evidence. It sits inside the Action pillar as the program for benchmarking, safety architecture, digital twins, and system-level risk measurement.
Scenario design, structured variability, intervention-aware metrics, and evidence-producing protocols.
Evaluation-by-design, failure modes, propagation risk, and runtime admissibility.
Digital twins, runtime calibration, system identification, and sim-to-real accountability.
Engineering Validation for Intelligent Collaborative Robots
Closed-loop evaluation, uncertainty, benchmark design, and adaptive safety for collaborative robots.
Benchmarking Open-Ended Collaborative Robot Systems
Scenario-distribution design and intervention-aware benchmarking for collaborative robotics.
Runtime-Calibrated Digital Twins for Sim-to-Real Robotics
Simulation as a continuously calibrated instrument for real-world robotics evidence.