On June 4, 2026, Associate Professor Manabu Tsukada delivered a keynote talk at the 3rd MEIS Workshop on Multi-Agent Embodied Intelligent Systems Meet Generative-AI Era: Opportunities, Challenges and Futures, held in conjunction with CVPR 2026 in Denver, Colorado, USA.
Professor Tsukada was also invited to speak at the first MEIS Workshop, co-located with ECCV 2024 in Milan, Italy, where he presented “Cooperative Autonomous Mobility through Open Standards and Real-World Experiments.” His invitation to the third MEIS Workshop at CVPR 2026 reflects the continued relevance of TLab’s work on V2X communication, cooperative autonomous driving, roadside infrastructure, and real-world experimentation within the MEIS community.
Keynote Talk
Title: Cooperative Intelligence for Autonomous Driving: From V2X Communication to Human-Agent Interaction
Speaker: Manabu Tsukada, The University of Tokyo
Event: 3rd MEIS Workshop @ CVPR 2026
Date: June 4, 2026
Venue: Four Seasons 1, Denver, Colorado, USA
Workshop website: https://coop-intelligence.github.io/cvpr2026/
Talk Overview
The keynote explored cooperative intelligence for autonomous driving across V2X communication, collaborative perception, digital-twin simulation, and human-agent interaction.
Professor Tsukada discussed how the shift toward end-to-end driving changes the role of V2X, from a communication channel for predefined messages to a cooperative foundation that enables vehicles, infrastructure, and people to share information and coordinate decisions. The talk introduced TLab’s recent work on open-source Autoware V2X, V2X E2E simulation, collaborative perception benchmarks and methods, preference-guided driving with LLMs, and VR-based evaluation of pedestrian interaction.
About the MEIS Workshop
The MEIS Workshop provides an international forum for discussing multi-agent embodied intelligent systems, covering autonomous driving, robotics, drones, V2X, foundation models, and human-agent interaction. The workshop focuses on how multiple embodied agents can cooperate in complex, open, and dynamic real-world environments.
Building on his keynote at the first MEIS Workshop on open standards and real-world experiments for cooperative autonomous mobility, Professor Tsukada’s CVPR 2026 talk extended the discussion toward cooperative intelligence and human-centered autonomous driving in the generative-AI era.












