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Agent Systems

3885 directly classified papers

Papers per year

Papers

GUI-Eyes: Tool-Augmented Perception for Visual Grounding in GUI Agents AAAI 2026

More than Irrational: Modeling Belief-Biased Agents AAAI 2026

JudgeBoard: Benchmarking and Enhancing Small Language Models for Reasoning Evaluation AAAI 2026

From Mathematical Reasoning to Code: Generalization of Process Reward Models in Test-Time Scaling AAAI 2026

SegMem-RAG: Adaptive Memory for Retrieval-Augmented Generation in Open-Ended Knowledge Environments AAAI 2026

DP-NCB: Privacy Preserving Fair Bandits AAAI 2026

Conformal Constrained Policy Optimization for Cost-Effective LLM Agents AAAI 2026

Preference Is More than Comparisons: Rethinking Dueling Bandits with Augmented Human Feedback AAAI 2026

ProBench: Benchmarking GUI Agents with Accurate Process Information AAAI 2026

PSPO: Prompt-Level Prioritization and Experience-Weighted Smoothing for Efficient Policy Optimization AAAI 2026

BRIC: Bridging Kinematic Plans and Physical Control at Test Time AAAI 2026

SHADOW: Dynamic-Aware Credit Assignment Against Long-Horizon Tasks AAAI 2026

T4NMTD: Transition-Centric Reinforcement Learning for Non-Markovian Task Decomposition AAAI 2026

Object-Centric World Models for Causality-Aware Reinforcement Learning AAAI 2026

TouchFormer: A Robust Transformer-based Framework for Multimodal Material Perception AAAI 2026

Mask2IV: Interaction-Centric Video Generation via Mask Trajectories AAAI 2026

UrbanNav: Learning Language-Guided Embodied Urban Navigation from Web-Scale Human Trajectories AAAI 2026

Lifelong Language-Conditioned Robotic Manipulation Learning AAAI 2026

Zero-Shot Robotic Manipulation via 3D Gaussian Splatting-Enhanced Multimodal Retrieval-Augmented Generation AAAI 2026

CorrectNav: Self-Correction Flywheel Empowers Vision-Language-Action Navigation Model AAAI 2026

Grounding Actions in Camera Space: Observation-Centric Vision-Language-Action Policy AAAI 2026

ProRefine: Inference-Time Prompt Refinement with Textual Feedback (Student Abstract) AAAI 2026

KnowPilot: Your Knowledge-Driven Copilot for Domain Tasks AAAI 2026

CoS: Towards Optimal Event Scheduling via Chain-of-Scheduling AAAI 2026

IntelliCode: A Multi-Agent LLM Tutoring System with Centralized Learner Modeling EACL 2026