2026-03-10

AI每日新闻汇总存档

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Towards Neural Graph Data Management
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Reward Under Attack: Analyzing the Robustness and Hackability of Process Reward Models
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TML-Bench: Benchmark for Data Science Agents on Tabular ML Tasks
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RoboLayout: Differentiable 3D Scene Generation for Embodied Agents
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Traversal-as-Policy: Log-Distilled Gated Behavior Trees as Externalized, Verifiable Policies for Safe, Robust, and Efficient Agents
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An Embodied Companion for Visual Storytelling
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The World Won't Stay Still: Programmable Evolution for Agent Benchmarks
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An Interactive Multi-Agent System for Evaluation of New Product Concepts
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Agentic LLM Planning via Step-Wise PDDL Simulation: An Empirical Characterisation
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Evolving Medical Imaging Agents via Experience-driven Self-skill Discovery
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Conversational Demand Response: Bidirectional Aggregator-Prosumer Coordination through Agentic AI
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CapTrack: Multifaceted Evaluation of Forgetting in LLM Post-Training
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Hit-RAG: Learning to Reason with Long Contexts via Preference Alignment
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Relational Semantic Reasoning on 3D Scene Graphs for Open World Interactive Object Search
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Vision-Language System using Open-Source LLMs for Gestures in Medical Interpreter Robots
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Can LLM Aid in Solving Constraints with Inductive Definitions?
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A Dynamic Self-Evolving Extraction System
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Safer Reasoning Traces: Measuring and Mitigating Chain-of-Thought Leakage in LLMs
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RouteGoT: Node-Adaptive Routing for Cost-Efficient Graph of Thoughts Reasoning
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HybridMimic: Hybrid RL-Centroidal Control for Humanoid Motion Mimicking
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SurgSync: Time-Synchronized Multi-Modal Data Collection Framework and Dataset for Surgical Robotics
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