Core AI

AI Agents & Automation

Autonomous agents, multi-agent systems, and AI-powered workflow automation

11,751
lessons
Skills in this topic
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Agent Foundations
beginner
Explain the ReAct pattern
Tool Use & Function Calling
intermediate
Implement function calling with structured schemas
Multi-Agent Systems
advanced
Build supervisor/worker agent architectures
Autonomous Workflows
advanced
Design end-to-end autonomous pipelines

Showing 4,575 reads from curated sources

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Online Statistical Inference of Constant Sample-averaged Q-Learning
arXiv:2603.26982v1 Announce Type: cross Abstract: Reinforcement learning algorithms have been widely used for decision-making tasks in various domains. However,
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
UMI-Underwater: Learning Underwater Manipulation without Underwater Teleoperation
arXiv:2603.27012v1 Announce Type: cross Abstract: Underwater robotic grasping is difficult due to degraded, highly variable imagery and the expense of collectin
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Multi-Level Barriers to Generative AI Adoption Across Disciplines and Professional Roles in Higher Education
arXiv:2603.27052v1 Announce Type: cross Abstract: Generative Artificial Intelligence (GenAI) is rapidly reshaping higher education, yet barriers to its adoption
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Autonomous Agent-Orchestrated Digital Twins (AADT): Leveraging the OpenClaw Framework for State Synchronization in Rare Genetic Disorders
arXiv:2603.27104v1 Announce Type: cross Abstract: Background: Medical Digital Twins (MDTs) are computational representations of individual patients that integra
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
SafetyDrift: Predicting When AI Agents Cross the Line Before They Actually Do
arXiv:2603.27148v1 Announce Type: cross Abstract: When an LLM agent reads a confidential file, then writes a summary, then emails it externally, no single step
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Multi-AUV Ad-hoc Networks-Based Multi-Target Tracking Based on Scene-Adaptive Embodied Intelligence
arXiv:2603.27194v1 Announce Type: cross Abstract: With the rapid advancement of underwater net-working and multi-agent coordination technologies, autonomous und
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Unsupervised Evaluation of Deep Audio Embeddings for Music Structure Analysis
arXiv:2603.27218v1 Announce Type: cross Abstract: Music Structure Analysis (MSA) aims to uncover the high-level organization of musical pieces. State-of-the-art
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Can pre-trained Deep Learning models predict groove ratings?
arXiv:2603.27237v1 Announce Type: cross Abstract: This study explores the extent to which deep learning models can predict groove and its related perceptual dim
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Robust Global-Local Behavior Arbitration via Continuous Command Fusion Under LiDAR Errors
arXiv:2603.27273v1 Announce Type: cross Abstract: Modular autonomous driving systems must coordinate global progress objectives with local safety-driven reactio
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Beyond Descriptions: A Generative Scene2Audio Framework for Blind and Low-Vision Users to Experience Vista Landscapes
arXiv:2603.27295v1 Announce Type: cross Abstract: Current scene perception tools for Blind and Low Vision (BLV) individuals rely on spoken descriptions but lack
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
A Multi-agent AI System for Deep Learning Model Migration from TensorFlow to JAX
arXiv:2603.27296v1 Announce Type: cross Abstract: The rapid development of AI-based products and their underlying models has led to constant innovation in deep
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
D-SPEAR: Dual-Stream Prioritized Experience Adaptive Replay for Stable Reinforcement Learninging Robotic Manipulation
arXiv:2603.27346v1 Announce Type: cross Abstract: Robotic manipulation remains challenging for reinforcement learning due to contact-rich dynamics, long horizon
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Grounding Social Perception in Intuitive Physics
arXiv:2603.27410v1 Announce Type: cross Abstract: People infer rich social information from others' actions. These inferences are often constrained by the physi
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
The Hidden Costs of AI-Mediated Political Outreach: Persuasion and AI Penalties in the US and UK
arXiv:2603.27413v1 Announce Type: cross Abstract: As AI-enabled systems become available for political campaign outreach, an important question has received lit
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Agent-Driven Autonomous Reinforcement Learning Research: Iterative Policy Improvement for Quadruped Locomotion
arXiv:2603.27416v1 Announce Type: cross Abstract: This paper documents a case study in agent-driven autonomous reinforcement learning research for quadruped loc
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
KV Cache Quantization for Self-Forcing Video Generation: A 33-Method Empirical Study
arXiv:2603.27469v1 Announce Type: cross Abstract: Self-forcing video generation extends a short-horizon video model to longer rollouts by repeatedly feeding gen
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
AgentSwing: Adaptive Parallel Context Management Routing for Long-Horizon Web Agents
arXiv:2603.27490v1 Announce Type: cross Abstract: As large language models (LLMs) evolve into autonomous agents for long-horizon information-seeking, managing f
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
A Systematic Taxonomy of Security Vulnerabilities in the OpenClaw AI Agent Framework
arXiv:2603.27517v1 Announce Type: cross Abstract: AI agent frameworks connecting large language model (LLM) reasoning to host execution surfaces--shell, filesys
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Demo-Pose: Depth-Monocular Modality Fusion For Object Pose Estimation
arXiv:2603.27533v1 Announce Type: cross Abstract: Object pose estimation is a fundamental task in 3D vision with applications in robotics, AR/VR, and scene unde
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
A Novel Immune Algorithm for Multiparty Multiobjective Optimization
arXiv:2603.27541v1 Announce Type: cross Abstract: Traditional multiobjective optimization problems (MOPs) are insufficiently equipped for scenarios involving mu
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Drag or Traction: Understanding How Designers Appropriate Friction in AI Ideation Outputs
arXiv:2603.27550v1 Announce Type: cross Abstract: Seamless AI presents output as a finished, polished product that users consume rather than shape. This risks d
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
A General Model for Deepfake Speech Detection: Diverse Bonafide Resources or Diverse AI-Based Generators
arXiv:2603.27557v1 Announce Type: cross Abstract: In this paper, we analyze two main factors of Bonafide Resource (BR) or AI-based Generator (AG) which affect t
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
InnerPond: Fostering Inter-Self Dialogue with a Multi-Agent Approach for Introspection
arXiv:2603.27563v1 Announce Type: cross Abstract: Introspection is central to identity construction and future planning, yet most digital tools approach the sel
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
ContraMap: Contrastive Uncertainty Mapping for Robot Environment Representation
arXiv:2603.27632v1 Announce Type: cross Abstract: Reliable robot perception requires not only predicting scene structure, but also identifying where predictions
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
ProgressVLA: Progress-Guided Diffusion Policy for Vision-Language Robotic Manipulation
arXiv:2603.27670v1 Announce Type: cross Abstract: Most existing vision-language-action (VLA) models for robotic manipulation lack progress awareness, typically
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
The role of neuromorphic principles in the future of biomedicine and healthcare
arXiv:2603.27716v1 Announce Type: cross Abstract: Neuromorphic engineering has matured over the past four decades and is currently experiencing explosive growth
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Heracles: Bridging Precise Tracking and Generative Synthesis for General Humanoid Control
arXiv:2603.27756v1 Announce Type: cross Abstract: Achieving general-purpose humanoid control requires a delicate balance between the precise execution of comman
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Towards Emotion Recognition with 3D Pointclouds Obtained from Facial Expression Images
arXiv:2603.27798v1 Announce Type: cross Abstract: Facial Emotion Recognition is a critical research area within Affective Computing due to its wide-ranging appl
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Towards Context-Aware Image Anonymization with Multi-Agent Reasoning
arXiv:2603.27817v1 Announce Type: cross Abstract: Street-level imagery contains personally identifiable information (PII), some of which is context-dependent. E
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
A Revealed Preference Framework for AI Alignment
arXiv:2603.27868v1 Announce Type: cross Abstract: Human decision makers increasingly delegate choices to AI agents, raising a natural question: does the AI impl
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
AI-ready design of realistic 2D materials and interfaces with Mat3ra-2D
arXiv:2603.27886v1 Announce Type: cross Abstract: Artificial intelligence (AI) and machine learning (ML) models in materials science are predominantly trained o
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Physics-Guided Transformer (PGT): Physics-Aware Attention Mechanism for PINNs
arXiv:2603.27929v1 Announce Type: cross Abstract: Reconstructing continuous physical fields from sparse, irregular observations is a central challenge in scient
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence
arXiv:2603.28032v1 Announce Type: cross Abstract: The convergence of low-altitude economies, embodied intelligence, and air-ground cooperative systems creates g
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Designing AI for Real Users -- Accessibility Gaps in Retail AI Front-End
arXiv:2603.28196v1 Announce Type: cross Abstract: As AI becomes embedded in customer-facing systems, ethical scrutiny has largely focused on models, data, and g
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
An Optimal Battery-Free Approach for Emission Reduction by Storing Solar Surplus in Building Thermal Mass
arXiv:2603.28217v1 Announce Type: cross Abstract: Decarbonization in buildings calls for advanced control strategies that coordinate on-site renewables, grid el
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Self++: Co-Determined Agency for Human--AI Symbiosis in Extended Reality
arXiv:2603.28306v1 Announce Type: cross Abstract: Self++ is a design blueprint for human-AI symbiosis in extended reality (XR) that preserves human authorship w
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Marco DeepResearch: Unlocking Efficient Deep Research Agents via Verification-Centric Design
arXiv:2603.28376v1 Announce Type: cross Abstract: Deep research agents autonomously conduct open-ended investigations, integrating complex information retrieval
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Learning unified control of internal spin squeezing in atomic qudits for magnetometry
arXiv:2603.28421v1 Announce Type: cross Abstract: Generating and preserving metrologically useful quantum states is a central challenge in quantum-enhanced atom
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
AceleradorSNN: A Neuromorphic Cognitive System Integrating Spiking Neural Networks and DynamicImage Signal Processing on FPGA
arXiv:2603.28429v1 Announce Type: cross Abstract: The demand for high-speed, low-latency, and energy-efficient object detection in autonomous systems -- such as
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
CiQi-Agent: Aligning Vision, Tools and Aesthetics in Multimodal Agent for Cultural Reasoning on Chinese Porcelains
arXiv:2603.28474v1 Announce Type: cross Abstract: The connoisseurship of antique Chinese porcelain demands extensive historical expertise, material understandin
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
MRI-to-CT synthesis using drifting models
arXiv:2603.28498v1 Announce Type: cross Abstract: Accurate MRI-to-CT synthesis could enable MR-only pelvic workflows by providing CT-like images with bone detai
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
RAD-LAD: Rule and Language Grounded Autonomous Driving in Real-Time
arXiv:2603.28522v1 Announce Type: cross Abstract: We present LAD, a real-time language--action planner with an interruptible architecture that produces a motion
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Detecting low left ventricular ejection fraction from ECG using an interpretable and scalable predictor-driven framework
arXiv:2603.28532v1 Announce Type: cross Abstract: Low left ventricular ejection fraction (LEF) frequently remains undetected until progression to symptomatic he
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Navigating the Mirage: A Dual-Path Agentic Framework for Robust Misleading Chart Question Answering
arXiv:2603.28583v1 Announce Type: cross Abstract: Despite the success of Vision-Language Models (VLMs), misleading charts remain a significant challenge due to
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Dynamic Lookahead Distance via Reinforcement Learning-Based Pure Pursuit for Autonomous Racing
arXiv:2603.28625v1 Announce Type: cross Abstract: Pure Pursuit (PP) is a widely used path-tracking algorithm in autonomous vehicles due to its simplicity and re
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
SAGAI-MID: A Generative AI-Driven Middleware for Dynamic Runtime Interoperability
arXiv:2603.28731v1 Announce Type: cross Abstract: Modern distributed systems integrate heterogeneous services, REST APIs with different schema versions, GraphQL
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
RAD-AI: Rethinking Architecture Documentation for AI-Augmented Ecosystems
arXiv:2603.28735v1 Announce Type: cross Abstract: AI-augmented ecosystems (interconnected systems where multiple AI components interact through shared data and
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
SkillFlow: Scalable and Efficient Agent Skill Retrieval System
arXiv:2504.06188v2 Announce Type: replace Abstract: AI agents can extend their capabilities at inference time by loading reusable skills into context, yet equip