Agentic AI双王论道、Physical AI亮剑不莱梅——IJCAI-ECAI 2026三大最热议题抢先看

TL;DR - A preview of IJCAI-ECAI 2026 highlights three major themes: agentic AI, physical AI, and knowledge-enhanced LLMs. The program signals growing focus on autonomous systems, robotics safety, and more reliable model reasoning.

• Award talks examine agent evolution, multi-agent societies, governance, and value alignment.
• Physical AI sessions cover VLA learning, safe robotics, navigation, tactile control, and human-robot collaboration.
• LLM tracks emphasize graph-based knowledge enhancement, automated kernel generation, and generative-AI robustness.
• The conference reports 990 accepted papers, 41 workshops, and 27 tutorials.