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Agent Systems

3885 directly classified papers

Papers per year

Papers

HotelQuEST: Balancing Quality and Efficiency in Agentic Search EACL 2026

Assertion-Conditioned Compliance: A Provenance-Aware Vulnerability in Multi-Turn Tool-Calling Agents EACL 2026

ShopperBench: A Benchmark for Personalized Shopping with Persona-Guided Simulation EACL 2026

MapAgent: A Hierarchical Agent for Geospatial Reasoning with Dynamic Map Tool Integration EACL 2026

RECAP: REwriting Conversations for Intent Understanding in Agentic Planning EACL 2026

Process Evaluation for Agentic Systems EACL 2026

DeepSieve: Information Sieving via LLM-as-a-Knowledge-Router EACL 2026

Tailoring Memory Granularity for Multi-Hop Reasoning over Long Contexts EACL 2026

PEAR: Planner-Executor Agent Robustness Benchmark EACL 2026

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

Open-Domain Safety Policy Construction EACL 2026

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

Navigating the Infinite Dynamic Web Space: Effective In-Context Exploration via Cognitive Multi-Agent Collaboration EACL 2026

Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs EACL 2026

ETOM: A Five-Level Benchmark for Evaluating Tool Orchestration within the MCP Ecosystem EACL 2026

Coding Agents with Multimodal Browsing are Generalist Problem Solvers EACL 2026

Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs EACL 2026

The GATTACA Framework: Graph Neural Network-Based Reinforcement Learning for Controlling Biological Networks AAAI 2026

Designed to Spread: A Generative Approach to Enhance Information Diffusion AAAI 2026

ROVER: Robust Generative Continual Identity Unlearning Against Relearning Attacks AAAI 2026

ReCAD: Reinforcement Learning Enhanced Parametric CAD Model Generation with Vision-Language Models AAAI 2026

TCoT: Trajectory Chain-of-Thoughts for Robotic Manipulation with Failure Recovery in Vision-Language-Action Model AAAI 2026

SpatialActor: Exploring Disentangled Spatial Representations for Robust Robotic Manipulation AAAI 2026

VQ-Insight: Teaching VLMs for AI-Generated Video Quality Understanding via Progressive Visual Reinforcement Learning AAAI 2026

G-UBS: Towards Robust Understanding of Implicit Feedback via Group-Aware User Behavior Simulation AAAI 2026