arXiv

RubricsTree: Scalable and Evolving Open-Ended Evaluation of Personal Health Agents across Health Memory and Medical Skills

The LLM-empowered personal health agents with user health (sensor) metrics have offered a promising pathway to allevi...

AI 聚合
2026-06-17
arXiv

Fixed-Point Reasoners: Stable and Adaptive Deep Looped Transformers

Looped architectures provide an inductive bias toward learning step-by-step procedures for tasks that require composi...

AI 聚合
2026-06-17
arXiv

Looped World Models

Current world models face a fundamental tension: faithful long-horizon simulation demands deep computation, but deepe...

AI 聚合
2026-06-17
arXiv

Learning Red Agent Policy from Observations for Neurosymbolic Autonomous Cyber Agents

With sophisticated cyber-attacks becoming increasingly prevalent, modern networks require intelligent autonomous cybe...

AI 聚合
2026-06-17
arXiv

EvolveNav: Proactive Preflection and Self-Evolving Memory for Zero-Shot Object Goal Navigation

Zero-Shot Object-Goal Navigation (ZS-OGN) requires embodied agents to explore and locate target objects without any p...

AI 聚合
2026-06-17
arXiv

ReproRepo: Scaling Reproducibility Audits with GitHub Repository Issues

Reproducing research results from papers and released code is central to scientific progress. Existing works have int...

AI 聚合
2026-06-17
arXiv

Visual Verification Enables Inference-time Steering and Autonomous Policy Improvement

Robots deployed in the real world should learn from their experience and improve over time. This requires a mechanism...

AI 聚合
2026-06-17
HuggingFace

Unified Multimodal Autoregressive Modeling with Shared Context-Visual Tokenizer is Key to Unification

Unified Multimodal Modeling aims to integrate visual understanding and generation within a single system. However, ex...

AI 聚合
2026-06-17
HuggingFace

LectūraAgents: A Multi-Agent Framework for Adaptive Personalized AI-Assisted Learning and Embodied Teaching

Effective personalized AI-assisted learning demands systems that can not only generate accurate learner-specific educ...

AI 聚合
2026-06-17
HuggingFace

TRIAGE: Dialectical Reasoning for Explainable Risk Prediction on Irregularly Sampled Medical Time Series with LLMs

Clinical early warning systems built on electronic health records, in which clinical observations are recorded as irr...

AI 聚合
2026-06-17
HuggingFace

Looped World Models

Current world models face a fundamental tension: faithful long-horizon simulation demands deep computation, but deepe...

AI 聚合
2026-06-17
HuggingFace

ActWorld: From Explorable to Interactive World Model via Action-Aware Memory

Interactive world models aim to simulate environment dynamics under real-time user actions. However, their action voc...

AI 聚合
2026-06-17
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