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Search: “models”

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Agents

Language-Based Agent Control

DGX agent

arXiv:2605.12863v1 Announce Type: cross Abstract: This paper introduces language-based agent control (LBAC), a new programming model for agentic applications that brings techniques from programming la

agentsarxiv-cs-ai

14 May 2026

Safety

Learning Transferable Latent User Preferences for Human-Aligned Decision Making

DGX agent

arXiv:2605.12682v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used as reasoning modules in many applications. While they are efficient in certain tasks, LLMs often stru

Search: “models”

Language-Based Agent Control

Learning Transferable Latent User Preferences for Human-Aligned Decision Making

Learning with Rare Success but Rich Feedback via Reflection-Enhanced Self-Distillation

LLMs as Implicit Imputers: Uncertainty Should Scale with Missing Information

Local Conformal Calibration of Dynamics Uncertainty from Semantic Images

MambaPanoptic: A Vision Mamba-based Structured State Space Framework for Panoptic Segmentation

MARLIN: Multi-Agent Game-Theoretic Reinforcement Learning for Sustainable LLM Inference in Cloud Datacenters

MaskPro: Linear-Space Probabilistic Learning for Strict (N:M)-Sparsity on LLMs

MorphOPC: Advancing Mask Optimization with Multi-scale Hierarchical Morphological Learning

Multi-Rollout On-Policy Distillation via Peer Successes and Failures

NAACA: Training-Free NeuroAuditory Attentive Cognitive Architecture with Oscillatory Working Memory for Salience-Driven Attention Gating

Physics Guided Generative Optimization for Trotter Suzuki Decomposition

Position: Agentic AI System Is a Foreseeable Pathway to AGI

Q-Flow: Stable and Expressive Reinforcement Learning with Flow-Based Policy

Quantifying Potential Observation Missingness in Inverse Reinforcement Learning

Real2Sim: A Physics-driven and Editable Gaussian Splatting Framework for Autonomous Driving Scenes

Reinforced Collaboration in Multi-Agent Flow Networks

Retrieval is Cheap, Show Me the Code: Executable Multi-Hop Reasoning for Retrieval-Augmented Generation

Robotic Manipulation by Imitating Generated Videos Without Physical Demonstrations

Scaling few-shot spoken word classification with generative meta-continual learning

ScioMind: Cognitively Grounded Multi-Agent Social Simulation with Anchoring-Based Belief Dynamics and Dynamic Profiles

Self-CriTeach: LLM Self-Teaching and Self-Critiquing for Improving Robotic Planning via Automated Domain Generation

Sharpness-Guided Group Relative Policy Optimization via Probability Shaping

SHM-Agents: A Generalist-Specialist Integrated Agent System for Structural Health Monitoring

Shortcut Mitigation via Spurious-Positive Samples

SPOT: Selective Prompt Projection via Total Variation for Inference-Only Safe Text-to-Image Generation

Support-Conditioned Flow Matching Is Kernel Smoothing

Taming the Long Tail: Rebalancing Adversarial Training via Adaptive Perturbation

Temper and Tilt Lead to SLOP: Reward Hacking Mitigation with Inference-Time Alignment

Think Twice, Act Once: Verifier-Guided Action Selection For Embodied Agents

Towards Generalizable Reasoning: Group Causal Counterfactual Policy Optimization for LLM Reasoning

Towards Unified Surgical Scene Understanding:Bridging Reasoning and Grounding via MLLMs

Understanding Generalization through Decision Pattern Shift

Utility-Oriented Visual Evidence Selection for Multimodal Retrieval-Augmented Generation

VERA-MH: Validation of Ethical and Responsible AI in Mental Health

4DVGGT-D: 4D Visual Geometry Transformer with Improved Dynamic Depth Estimation

A Composite Activation Function for Learning Stable Binary Representations

A Formal Comparison Between Chain of Thought and Latent Thought

AgentShield: Deception-based Compromise Detection for Tool-using LLM Agents

Aligning Flow Map Policies with Optimal Q-Guidance

AOI-SSL: Self-Supervised Framework for Efficient Segmentation of Wire-bonded Semiconductors In Optical Inspection

Birds of a Feather Flock Together: Background-Invariant Representations via Linear Structure in VLMs

BronchoLumen: Analysis of recent YOLO-based architectures for real-time bronchial orifice detection in video bronchoscopy

Causal Bias Detection in Generative Artifical Intelligence

Context Convergence Improves Answering Inferential Questions

Deep Learning for Protein Complex Prediction and Design

DenseTRF: Texture-Aware Unsupervised Representation Adaptation for Surgical Scene Dense Prediction

Detecting overfitting in Neural Networks during long-horizon grokking using Random Matrix Theory