基于主动推理框架，Waymo打造更优基准模型，更精准对比自动驾驶与人类驾驶安全性
Waymo created a new computer model to help it better understand how humans behave in crash scenarios that its robotaxis encounter.
发现强化学习下LLM智能体在主动推理中可能出现信息自锁现象，为对齐与推理研究提供新视角。
arXiv:2603.12109v2 Announce Type: replace Abstract: Reinforcement learning (RL) has become a de facto paradigm for building LLM-based agents that act,…
探索分割模型认知边界，提出视觉思维链实现主动可供性推理，让AI从感知迈向理解。
arXiv:2605.27764v1 Announce Type: cross Abstract: Recent segmentation models couple large language models (LLMs) with mask decoders to ground complex …