主题演讲——物理人工智能：欧洲重返人工智能竞赛的绝佳机会.pdf

1、Emanuela GirardiPhysical AI:a great opportunity for Europe to be back in the AI Race8 October 2025AGENDA Physical AI Market Global scenario Industrial Robots&Humanoids ADRAs Strategy for European Physical AI Challenges&OpportunitiesPhysical AI is not just robotics+AIIts a paradigm shift:from automat

2、ion to autonomous,adaptable,intelligent machinesEuropes opportunity to lead!What is Physical AI?Integration of AI with robotic platforms for interaction in the physical worldPerceive and adapt in real timeUnderstand contextMake autonomous decisionsCollaborate with humans in shared environmentsUnlike

3、 traditional robots,physical AI systems:Physical AI,also known as embedded AI or embodied AI,is artificial intelligence that lives in the physical world:inside robots,autonomous cars,drones,intelligent sensors.It is not just software:it is AI that perceives,reasons and acts in the real world,thanks

4、to sensors and actuators.AI Transforming RoboticsEnhanced perception:Vision systems with semantic understanding Multisensory(visual,tactile,audio)integration Real-time scene recognitionAdaptive learning:Learning from demonstrations Reinforcement learning for complex motor skills Transfer learning ac

5、ross environmentsAutonomy&decision-making:Planning under uncertainty Contextual behavior adaptation Self-learning and model refinementRobotics Driving AI InnovationGrounding intelligence:Physical interaction links AI to real-world constraints Enhances embodied reasoningMultimodal integration:Vision,

6、touch,proprioception and force data fusion Real-time decision constraintsDeployment challenges:Energy efficiency Environmental unpredictability Safety and human interactionThe marketAI and roboticsThe two most transformative technologies of our eraConvergence paradigmFrom separate systems to fully i