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Agent Systems

3885 directly classified papers

Papers per year

Papers

VRAgent: Self-Refining Agent for Zero-Shot Multimodal Video Retrieval WACV 2026

MAQuA: Multi-outcome Adaptive Question-Asking for Mental Health using Item Response Theory EACL 2026

Open-Domain Safety Policy Construction EACL 2026

WebRollback: Enhancing Web Agents with Explicit Rollback Mechanisms EACL 2026

FNOPT: Resolution-Agnostic, Self-Supervised Cloth Simulation using Meta-Optimization with Fourier Neural Operators WACV 2026

S2O: Static to Openable Enhancement for Articulated 3D Objects WACV 2026

BayesFlow: A Probability Inference Framework for Meta-Agent Assisted Workflow Generation EACL 2026

An Empirical Study of Collective Behaviors and Social Dynamics in Large Language Model Agents EACL 2026

FormGym: Doing Paperwork with Agents EACL 2026

Amory: Building Coherent Narrative-Driven Agent Memory through Agentic Reasoning EACL 2026

ToolDreamer: Instilling LLM Reasoning Into Tool Retrievers EACL 2026

PEAR: Planner-Executor Agent Robustness Benchmark EACL 2026

FALCONEye: Finding Answers and Localizing Content in ONE-hour-long videos with multi-modal LLMs WACV 2026

SIRAJ: Diverse and Efficient Red-Teaming for LLM Agents via Distilled Structured Reasoning EACL 2026

UniToolBench: A Benchmark for Tool-Augmented LLMs in Cross-Domain, Universal Task Automation EACL 2026

Think Just Enough: Leveraging Self-Assessed Confidence for Adaptive Reasoning in Language Models EACL 2026

AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments EACL 2026

Deployed AI Agents for Industrial Asset Management: CodeReAct Framework for Event Analysis and Work Order Automation AAAI 2026

AutoBool: Reinforcement-Learned LLM for Effective Automatic Systematic Reviews Boolean Query Generation EACL 2026

PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR EACL 2026

I know you are different! Towards Persona Driven Knowledge-infused Dialogue Assistant EACL 2026

AI-Driven Real-Time Acoustic Modelling for Better Audio Perception in Dynamic Environments AAAI 2026

Persona, Ego, Shadow, and Self: A Map of the Soul Framework for Proto-Emotional Homeostasis in AI AAAI 2026

QueryGym: Step-by-Step Interaction with Relational Databases AAAI 2026

PAGER: Proactive Monitoring Agent for Enterprise AI Assistant AAAI 2026