2026.05.26 | DVAO动态平衡多目标；WBench填补交互评估空白

【目录】本期的 15 篇论文如下：[00:25] 🎯 DVAO: Dynamic Variance-adaptive Advantage Optimization for Multi-reward Reinforcement Learning（DVAO：面向多奖励强化学习的动态方差自适应优势优化）[01:15] 🎬 WBench: A Comprehensive Multi-turn Benchmark for Interactive Video World Model Evaluation（WBench：用于交互式视频世界模型评估的全面多轮基准）[02:13] 🖥 Macaron-A2UI: A Model for Generative UI in Personal Agents（Macaron-A2UI：一种面向个人代理的生成式用户界面模型）[02:56] 🤝 Foundation Protocol: A Coordination Layer for Agentic Society（基础协议：面向智能体社会的协调层）[04:02] 🔺 TriSplat: Simulation-Ready Feed-Forward 3D Scene Reconstruction（TriSplat：面向模拟的馈通式三维场景重建）[05:05] 🎬 ParaVT: Taming the Tool Prior Paradox for Parallel Tool Use in Agentic Video Reinforcement Learning（ParaVT：驯服工具先验悖论，实现智能视频强化学习中的并行工具调用）[06:00] 🧠 Toward Native Multimodal Modeling: A Roadmap（迈向原生多模态建模：路线图）[06:50] 🔍 QUEST: Training Frontier Deep Research Agents with Fully Synthetic Tasks（QUEST：通过完全合成任务训练前沿深度研究智能体）[07:43] 🎯 ThriftAttention: Selective Mixed Precision for Long-Context FP4 Attention（ThriftAttention：面向长上下文的FP4注意力机制的选择性混合精度方法）[08:50] 🔬 AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery（自动研究AI：迈向人工智能驱动的科学发现自动化研究）[09:46] 🧠 Your Embedding Model is SMARTer Than You Think（你的嵌入模型比想象中更聪明）[10:25] 💡 ControlLight: Towards Controllable, Consistent, and Generalizable Low-Light Enhancement（ControlLight：迈向可控、一致且泛化的低光增强）[11:22] 🌐 Pantheon360: Taming Digital Twin Generation via 3D-Aware 360° Video Diffusion（Pantheon360：通过三维感知的360°视频扩散驯服数字孪生生成）[12:09] 🤖 CUA-Gym: Scaling Verifiable Training Environments and Tasks for Computer-Use Agents（CUA-Gym：为计算机使用智能体扩展可验证的训练环境与任务）[13:01] 🤖 Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents（预见与学习：释放主动智能体中的空闲计算资源）【关注我们】您还可以在以下平台找到我们，获得播客内容以外更多信息小红书: AI速递在小宇宙查看该单集文稿