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AI Agents & Automation
Autonomous agents, multi-agent systems, and AI-powered workflow automation
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Showing 4,557 reads from curated sources
ArXiv cs.AI
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1mo ago
ActionNex: A Virtual Outage Manager for Cloud
arXiv:2604.03512v1 Announce Type: new Abstract: Outage management in large-scale cloud operations remains heavily manual, requiring rapid triage, cross-team coo
ArXiv cs.AI
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1mo ago
Explainable Model Routing for Agentic Workflows
arXiv:2604.03527v1 Announce Type: new Abstract: Modern agentic workflows decompose complex tasks into specialized subtasks and route them to diverse models to m
ArXiv cs.AI
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1mo ago
Towards the AI Historian: Agentic Information Extraction from Primary Sources
arXiv:2604.03553v1 Announce Type: new Abstract: AI is supporting, accelerating, and automating scientific discovery across a diverse set of fields. However, AI
ArXiv cs.AI
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1mo ago
Personality Requires Struggle: Three Regimes of the Baldwin Effect in Neuroevolved Chess Agents
arXiv:2604.03565v1 Announce Type: new Abstract: Can lifetime learning expand behavioral diversity over evolutionary time, rather than collapsing it? Prior theor
ArXiv cs.AI
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1mo ago
Rashomon Memory: Towards Argumentation-Driven Retrieval for Multi-Perspective Agent Memory
arXiv:2604.03588v1 Announce Type: new Abstract: AI agents operating over extended time horizons accumulate experiences that serve multiple concurrent goals, and
ArXiv cs.AI
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1mo ago
Single-agent vs. Multi-agents for Automated Video Analysis of On-Screen Collaborative Learning Behaviors
arXiv:2604.03631v1 Announce Type: new Abstract: On-screen learning behavior provides valuable insights into how students seek, use, and create information durin
ArXiv cs.AI
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1mo ago
RL-Driven Sustainable Land-Use Allocation for the Lake Malawi Basin
arXiv:2604.03768v1 Announce Type: new Abstract: Unsustainable land-use practices in ecologically sensitive regions threaten biodiversity, water resources, and t
ArXiv cs.AI
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1mo ago
Decomposing Communication Gain and Delay Cost Under Cross-Timestep Delays in Cooperative Multi-Agent Reinforcement Learning
arXiv:2604.03785v1 Announce Type: new Abstract: Communication is essential for coordination in \emph{cooperative} multi-agent reinforcement learning under parti
ArXiv cs.AI
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1mo ago
SKILLFOUNDRY: Building Self-Evolving Agent Skill Libraries from Heterogeneous Scientific Resources
arXiv:2604.03964v1 Announce Type: new Abstract: Modern scientific ecosystems are rich in procedural knowledge across repositories, APIs, scripts, notebooks, doc
ArXiv cs.AI
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1mo ago
Quantifying Trust: Financial Risk Management for Trustworthy AI Agents
arXiv:2604.03976v1 Announce Type: new Abstract: Prior work on trustworthy AI emphasizes model-internal properties such as bias mitigation, adversarial robustnes
ArXiv cs.AI
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1mo ago
Compliance-by-Construction Argument Graphs: Using Generative AI to Produce Evidence-Linked Formal Arguments for Certification-Grade Accountability
arXiv:2604.04103v1 Announce Type: new Abstract: High-stakes decision systems increasingly require structured justification, traceability, and auditability to en
ArXiv cs.AI
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1mo ago
MC-CPO: Mastery-Conditioned Constrained Policy Optimization
arXiv:2604.04251v1 Announce Type: new Abstract: Engagement-optimized adaptive tutoring systems may prioritize short-term behavioral signals over sustained learn
ArXiv cs.AI
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1mo ago
Beyond Fluency: Toward Reliable Trajectories in Agentic IR
arXiv:2604.04269v1 Announce Type: new Abstract: Information Retrieval is shifting from passive document ranking toward autonomous agentic workflows that operate
ArXiv cs.AI
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1mo ago
Soft Tournament Equilibrium
arXiv:2604.04328v1 Announce Type: new Abstract: The evaluation of general-purpose artificial agents, particularly those based on large language models, presents
ArXiv cs.AI
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1mo ago
RoboPhD: Evolving Diverse Complex Agents Under Tight Evaluation Budgets
arXiv:2604.04347v1 Announce Type: new Abstract: 2026 has brought an explosion of interest in LLM-guided evolution of agentic artifacts, with systems like GEPA a
ArXiv cs.AI
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1mo ago
Gradual Cognitive Externalization: A Framework for Understanding How Ambient Intelligence Externalizes Human Cognition
arXiv:2604.04387v1 Announce Type: new Abstract: Developers are publishing AI agent skills that replicate a colleague's communication style, encode a supervisor'
ArXiv cs.AI
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1mo ago
GUIDE: Interpretable GUI Agent Evaluation via Hierarchical Diagnosis
arXiv:2604.04399v1 Announce Type: new Abstract: Evaluating GUI agents presents a distinct challenge: trajectories are long, visually grounded, and open-ended, y
ArXiv cs.AI
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1mo ago
ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems
arXiv:2604.04426v1 Announce Type: new Abstract: Existing research on LLM agent security mainly focuses on prompt injection and unsafe input/output behaviors. Ho
ArXiv cs.AI
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1mo ago
SuperLocalMemory V3.3: The Living Brain -- Biologically-Inspired Forgetting, Cognitive Quantization, and Multi-Channel Retrieval for Zero-LLM Agent Memory Systems
arXiv:2604.04514v1 Announce Type: new Abstract: AI coding agents operate in a paradox: they possess vast parametric knowledge yet cannot remember a conversation
ArXiv cs.AI
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1mo ago
Receding-Horizon Control via Drifting Models
arXiv:2604.04528v1 Announce Type: new Abstract: We study the problem of trajectory optimization in settings where the system dynamics are unknown and it is not
ArXiv cs.AI
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1mo ago
Greedy and Transformer-Based Multi-Port Selection for Slow Fluid Antenna Multiple Access
arXiv:2604.04589v1 Announce Type: new Abstract: We address the port-selection problem in fluid antenna multiple access (FAMA) systems with multi-port fluid ante
ArXiv cs.AI
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1mo ago
Same World, Differently Given: History-Dependent Perceptual Reorganization in Artificial Agents
arXiv:2604.04637v1 Announce Type: new Abstract: What kind of internal organization would allow an artificial agent not only to adapt its behavior, but to sustai
ArXiv cs.AI
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1mo ago
AI Trust OS -- A Continuous Governance Framework for Autonomous AI Observability and Zero-Trust Compliance in Enterprise Environments
arXiv:2604.04749v1 Announce Type: new Abstract: The accelerating adoption of large language models, retrieval-augmented generation pipelines, and multi-agent AI
ArXiv cs.AI
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1mo ago
ANX: Protocol-First Design for AI Agent Interaction with a Supporting 3EX Decoupled Architecture
arXiv:2604.04820v1 Announce Type: new Abstract: AI agents, autonomous digital actors, need agent-native protocols; existing methods include GUI automation and M
ArXiv cs.AI
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1mo ago
Learning, Potential, and Retention: An Approach for Evaluating Adaptive AI-Enabled Medical Devices
arXiv:2604.04878v1 Announce Type: new Abstract: This work addresses challenges in evaluating adaptive artificial intelligence (AI) models for medical devices, w
ArXiv cs.AI
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1mo ago
FVRuleLearner: Operator-Level Reasoning Tree (OP-Tree)-Based Rules Learning for Formal Verification
arXiv:2604.03245v1 Announce Type: cross Abstract: The remarkable reasoning and code generation capabilities of large language models (LLMs) have recently motiva
ArXiv cs.AI
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1mo ago
Personalized AI Practice Replicates Learning Rate Regularity at Scale
arXiv:2604.03246v1 Announce Type: cross Abstract: Recent research demonstrated that students exhibit consistent learning rates across diverse educational contex
ArXiv cs.AI
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1mo ago
Artificial Intelligence and Systemic Risk: A Unified Model of Performative Prediction, Algorithmic Herding, and Cognitive Dependency in Financial Markets
arXiv:2604.03272v1 Announce Type: cross Abstract: We develop a unified model in which AI adoption in financial markets generates systemic risk through three mut
ArXiv cs.AI
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1mo ago
Event-Driven Neuromorphic Vision Enables Energy-Efficient Visual Place Recognition
arXiv:2604.03277v1 Announce Type: cross Abstract: Reliable visual place recognition (VPR) under dynamic real-world conditions is critical for autonomous robots,
ArXiv cs.AI
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1mo ago
Safe Decentralized Operation of EV Virtual Power Plant with Limited Network Visibility via Multi-Agent Reinforcement Learning
arXiv:2604.03278v1 Announce Type: cross Abstract: As power systems advance toward net-zero targets, behind-the-meter renewables are driving rapid growth in dist
ArXiv cs.AI
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1mo ago
Customized User Plane Processing via Code Generating AI Agents for Next Generation Mobile Networks
arXiv:2604.03282v1 Announce Type: cross Abstract: Generative AI is envisioned to have a crucial impact on next generation mobile networking, making the sixth ge
ArXiv cs.AI
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1mo ago
Toward Artificial Intelligence Enabled Earth System Coupling
arXiv:2604.03289v1 Announce Type: cross Abstract: Coupling constitutes a foundational mechanism in the Earth system, regulating the interconnected physical, che
ArXiv cs.AI
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1mo ago
RAGnaroX: A Secure, Local-Hosted ChatOps Assistant Using Small Language Models
arXiv:2604.03291v1 Announce Type: cross Abstract: This paper introduces RAGnaroX, a resource-efficient ChatOps assistant that operates entirely on commodity har
ArXiv cs.AI
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1mo ago
AIFS-COMPO: A Global Data-Driven Atmospheric Composition Forecasting System
arXiv:2604.03300v1 Announce Type: cross Abstract: We introduce AIFS-COMPO, a skilful medium-range data-driven global forecasting system for aerosols and reactiv
ArXiv cs.AI
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1mo ago
Downscaling weather forecasts from Low- to High-Resolution with Diffusion Models
arXiv:2604.03303v1 Announce Type: cross Abstract: We introduce a probabilistic diffusion-based method for global atmospheric downscaling implemented within the
ArXiv cs.AI
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1mo ago
AICCE: AI Driven Compliance Checker Engine
arXiv:2604.03330v1 Announce Type: cross Abstract: For digital infrastructure to be safe, compatible, and standards-aligned, automated communication protocol com
ArXiv cs.AI
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1mo ago
Composer Vector: Style-steering Symbolic Music Generation in a Latent Space
arXiv:2604.03333v1 Announce Type: cross Abstract: Symbolic music generation has made significant progress, yet achieving fine-grained and flexible control over
ArXiv cs.AI
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1mo ago
From Model-Based Screening to Data-Driven Surrogates: A Multi-Stage Workflow for Exploring Stochastic Agent-Based Models
arXiv:2604.03350v1 Announce Type: cross Abstract: Systematic exploration of Agent-Based Models (ABMs) is challenged by the curse of dimensionality and their inh
ArXiv cs.AI
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1mo ago
Banana100: Breaking NR-IQA Metrics by 100 Iterative Image Replications with Nano Banana Pro
arXiv:2604.03400v1 Announce Type: cross Abstract: The multi-step, iterative image editing capabilities of multi-modal agentic systems have transformed digital c
ArXiv cs.AI
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1mo ago
Generative AI for material design: A mechanics perspective from burgers to matter
arXiv:2604.03409v1 Announce Type: cross Abstract: Generative artificial intelligence offers a new paradigm to design matter in high-dimensional spaces. However,
ArXiv cs.AI
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1mo ago
AEGIS: Scaling Long-Sequence Homomorphic Encrypted Transformer Inference via Hybrid Parallelism on Multi-GPU Systems
arXiv:2604.03425v1 Announce Type: cross Abstract: Fully Homomorphic Encryption (FHE) enables privacy-preserving Transformer inference, but long-sequence encrypt
ArXiv cs.AI
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1mo ago
VisionClaw: Always-On AI Agents through Smart Glasses
arXiv:2604.03486v1 Announce Type: cross Abstract: We present VisionClaw, an always-on wearable AI agent that integrates live egocentric perception with agentic
ArXiv cs.AI
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1mo ago
Inside the Scaffold: A Source-Code Taxonomy of Coding Agent Architectures
arXiv:2604.03515v1 Announce Type: cross Abstract: LLM-based coding agents can localize bugs, generate patches, and run tests with diminishing human oversight, y
ArXiv cs.AI
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1mo ago
Optimizing Neurorobot Policy under Limited Demonstration Data through Preference Regret
arXiv:2604.03523v1 Announce Type: cross Abstract: Robot reinforcement learning from demonstrations (RLfD) assumes that expert data is abundant; this is usually
ArXiv cs.AI
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1mo ago
CRAFT: Video Diffusion for Bimanual Robot Data Generation
arXiv:2604.03552v1 Announce Type: cross Abstract: Bimanual robot learning from demonstrations is fundamentally limited by the cost and narrow visual diversity o
ArXiv cs.AI
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1mo ago
Multi-Robot Multi-Queue Control via Exhaustive Assignment Actor-Critic Learning
arXiv:2604.03605v1 Announce Type: cross Abstract: We study online task allocation for multi-robot, multi-queue systems with asymmetric stochastic arrivals and s
ArXiv cs.AI
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1mo ago
ART: Adaptive Relational Transformer for Pedestrian Trajectory Prediction with Temporal-Aware Relations
arXiv:2604.03649v1 Announce Type: cross Abstract: Accurate prediction of real-world pedestrian trajectories is crucial for a wide range of robot-related applica
ArXiv cs.AI
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1mo ago
Learning Superpixel Ensemble and Hierarchy Graphs for Melanoma Detection
arXiv:2604.03710v1 Announce Type: cross Abstract: Graph signal processing (GSP) is becoming a major tool in biomedical signal and image analysis. In most GSP te
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