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automation-workflow Hub Industrial Index

Automation & Workflow Integration Archive

The authoritative directory of automation & workflow integration intelligence. Sharded across models, agents, datasets, and research nodes.

A survey on large language model based autonomous agents

64 FNI

RT-1: Robotics Transformer for Real-World Control at Scale

63 FNI

Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges

47 FNI

RynnBrain-2B

43 FNI

Fraud detection 1M transactions ยท 7 fraud types

42 FNI

tb_osworld_test

41 FNI

Diffusion-Planner

41 FNI

Skywork-Reward-V2-Llama-3.1-8B-40M

40 FNI

qwen2.5-0.5B-math

40 FNI

Toward Automated Robustness Evaluation of Mathematical Reasoning

39 FNI

Reliable Self-Harm Risk Screening via Adaptive Multi-Agent LLM Systems

39 FNI

OccDirector: Language-Guided Behavior and Interaction Generation in 4D Occupancy Space

39 FNI

FIFA World Cup

38 FNI

ca-reward-3b-ja

38 FNI

openvla-7b-oft-finetuned-libero-spatial

38 FNI

Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks

38 FNI

Dual-Cluster Memory Agent: Resolving Multi-Paradigm Ambiguity in Optimization Problem Solving

38 FNI

Supplement Generation Training for Enhancing Agentic Task Performance

38 FNI

The OpenHands Software Agent SDK: A Composable and Extensible Foundation for Production Agents

38 FNI

Towards Event-Aware Forecasting in DeFi: Insights from On-chain Automated Market Maker Protocols

38 FNI

hwchase17/structured-chat-agent

38 FNI

AgentDoG-FG-Qwen2.5-7B

38 FNI

World Happiness 2017 + Kinship and Climate

38 FNI

pollyjaky/ih-react-agent-executor

38 FNI

Alternating Reinforcement Learning for Rubric-Based Reward Modeling in Non-Verifiable LLM Post-Training

37 FNI

SAFE: Stable Alignment Finetuning with Entropy-Aware Predictive Control for RLHF

37 FNI

WorldStereo: Bridging Camera-Guided Video Generation and Scene Reconstruction via 3D Geometric Memories

37 FNI

RoboMME: Benchmarking and Understanding Memory for Robotic Generalist Policies

37 FNI

Consistency Amplifies: How Behavioral Variance Shapes Agent Accuracy

37 FNI

CutClaw: Agentic Hours-Long Video Editing via Music Synchronization

37 FNI

HippoCamp: Benchmarking Contextual Agents on Personal Computers

37 FNI

Generative World Renderer

37 FNI

Words & Weights: Streamlining Multi-Turn Interactions via Co-Adaptation

37 FNI

Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation

37 FNI

Kimi K2.5: Visual Agentic Intelligence

37 FNI

SWE-Universe: Scale Real-World Verifiable Environments to Millions

37 FNI

Contact-Anchored Policies: Contact Conditioning Creates Strong Robot Utility Models

37 FNI

AutoWebWorld: Synthesizing Infinite Verifiable Web Environments via Finite State Machines

37 FNI

GroupGPT: A Token-efficient and Privacy-preserving Agentic Framework for Multi-User Chat Assistant

37 FNI

Mozi: Governed Autonomy for Drug Discovery LLM Agents

37 FNI

Latent Particle World Models: Self-supervised Object-centric Stochastic Dynamics Modeling

37 FNI

HandX: Scaling Bimanual Motion and Interaction Generation

37 FNI

A Mechanistic View on Video Generation as World Models: State and Dynamics

37 FNI

BrowseComp-V^3: A Visual, Vertical, and Verifiable Benchmark for Multimodal Browsing Agents

37 FNI

The Art of Efficient Reasoning: Data, Reward, and Optimization

37 FNI

BrandFusion: A Multi-Agent Framework for Seamless Brand Integration in Text-to-Video Generation

37 FNI

ProRL Agent: Rollout-as-a-Service for RL Training of Multi-Turn LLM Agents

37 FNI

PEARL: Personalized Streaming Video Understanding Model

37 FNI

How Well Do Agentic Skills Work in the Wild: Benchmarking LLM Skill Usage in Realistic Settings

37 FNI

Self-Sovereign Agent

37 FNI

StepFly: Agentic Troubleshooting Guide Automation for Incident Diagnosis

37 FNI

Beyond the 'Diff': Addressing Agentic Entropy in Agentic Software Development

37 FNI

Latent Linear Quadratic Regulator for Robotic Control Tasks

37 FNI

Towards Optimal Agentic Architectures for Offensive Security Tasks

37 FNI

Bridging Foundation Models and ASTM Metallurgical Standards for Automated Grain Size Estimation from Microscopy Images

37 FNI

EvoMaster: A Foundational Evolving Agent Framework for Agentic Science at Scale

37 FNI

Diversity Collapse in Multi-Agent LLM Systems: Structural Coupling and Collective Failure in Open-Ended Idea Generation

37 FNI

Benchmarking Real-World Medical Image Classification with Noisy Labels: Challenges, Practice, and Outlook

36 FNI

Missing Pattern Tree based Decision Grouping and Ensemble for Enhancing Pair Utilization in Deep Incomplete Multi-View Clustering

36 FNI

ACE-Router: Generalizing History-Aware Routing from MCP Tools to the Agent Web

36 FNI

DynaFix: Iterative Automated Program Repair Driven by Execution-Level Dynamic Information

36 FNI

When Numbers Start Talking: Implicit Numerical Coordination Among LLM-Based Agents

36 FNI

C-World: A Computer Use Agent Environment Creator

36 FNI

Multimodal Claim Extraction for Fact-Checking

36 FNI

Beyond Static Snapshots: A Grounded Evaluation Framework for Language Models at the Agentic Frontier

36 FNI

Scale-free adaptive planning for deterministic dynamics & discounted rewards

36 FNI

When AI Agents Learn from Each Other: Insights from Emergent AI Agent Communities on OpenClaw for Human-AI Partnership in Education

36 FNI

Understanding Human Actions through the Lens of Executable Models

36 FNI

Motion-Guided Semantic Alignment with Negative Prompts for Zero-Shot Video Action Recognition

36 FNI

Multimodal Fusion of Histopathology Images and Electronic Health Records for Early Breast Cancer Diagnosis

36 FNI

Rethinking Meeting Effectiveness: A Benchmark and Framework for Temporal Fine-grained Automatic Meeting Effectiveness Evaluation

36 FNI

From Admission to Invariants: Measuring Deviation in Delegated Agent Systems

36 FNI

A Note on TurboQuant and the Earlier DRIVE/EDEN Line of Work

36 FNI

MR-Coupler: Automated Metamorphic Test Generation via Functional Coupling Analysis

36 FNI

LLM attribution analysis across different fine-tuning strategies and model scales for automated code compliance

36 FNI

Capture the Flags: Family-Based Evaluation of Agentic LLMs via Semantics-Preserving Transformations

36 FNI

DeepICD-R1-zero-32B-i1-GGUF

36 FNI

VerseCrafter: Dynamic Realistic Video World Model with 4D Geometric Control

36 FNI

OccuBench: Evaluating AI Agents on Real-World Professional Tasks via Language Environment Simulation

36 FNI

Evaluating Parameter Efficient Methods for RLVR

36 FNI

Building Extraction from Remote Sensing Imagery under Hazy and Low-light Conditions: Benchmark and Baseline

36 FNI

Crowdsourcing of Real-world Image Annotation via Visual Properties

36 FNI

CooperDrive: Enhancing Driving Decisions Through Cooperative Perception

36 FNI

NEAT-NC: NEAT guided Navigation Cells for Robot Path Planning

36 FNI

Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models

36 FNI

Reason Only When Needed: Efficient Generative Reward Modeling via Model-Internal Uncertainty

36 FNI

Working Notes on Late Interaction Dynamics: Analyzing Targeted Behaviors of Late Interaction Models

36 FNI

Towards Long-horizon Agentic Multimodal Search

36 FNI

Exploration and Exploitation Errors Are Measurable for Language Model Agents

36 FNI

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration

36 FNI

DeepTest Tool Competition 2026: Benchmarking an LLM-Based Automotive Assistant

36 FNI

TREX: Automating LLM Fine-tuning via Agent-Driven Tree-based Exploration

36 FNI

RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization

36 FNI

Distinct mechanisms underlying in-context learning in transformers

36 FNI

Introduction to Automated Negotiation

36 FNI

Investigating Vaccine Buyer's Remorse: Post-Vaccination Decision Regret in COVID-19 Social Media Using Politically Diverse Human Annotation

36 FNI

Controllable and Verifiable Tool-Use Data Synthesis for Agentic Reinforcement Learning

36 FNI

MADQRL: Distributed Quantum Reinforcement Learning Framework for Multi-Agent Environments

36 FNI

BankerToolBench: Evaluating AI Agents in End-to-End Investment Banking Workflows

36 FNI

WaterAdmin: Orchestrating Community Water Distribution Optimization via AI Agents

36 FNI