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Agent Systems

3885 directly classified papers

Papers per year

Papers

FantasyTalking2: Timestep-Layer Adaptive Preference Optimization for Audio-Driven Portrait Animation AAAI 2026

A Visualized Framework for Event Cooperation with Generative Agents AAAI 2026

FilmSceneDesigner: Chaining Set Design for Procedural Film Scene Generation AAAI 2026

CoMA: Compositional Human Motion Generation with Multi-modal Agents AAAI 2026

Affordance-R1: Reinforcement Learning for Generalizable Affordance Reasoning in Multimodal Large Language Models AAAI 2026

The Tatort Test of Intelligence: Towards Narrative Comprehension as a Benchmark for AI AAAI 2026

PatientVLM Meets DocVLM: Pre-Consultation Dialogue Between Vision-Language Models for Efficient Diagnosis AAAI 2026

Connecting the Dots: Training-Free Visual Grounding via Agentic Reasoning AAAI 2026

RescueLens: LLM-Powered Triage and Action on Volunteer Feedback for Food Rescue AAAI 2026

LOG-Nav: Efficient Layout-Aware Object-Goal Navigation with Hierarchical Planning AAAI 2026

DigimonGPT: An Evolvable Agent with Hierarchical Human-like Memory for Video Question Answering AAAI 2026

RMLer: Synthesizing Novel Objects Across Diverse Categories via Reinforcement Mixing Learning AAAI 2026

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

DEPO: Dual-Efficiency Preference Optimization for LLM Agents AAAI 2026

Pre-Trained Video Generative Models as World Simulators AAAI 2026

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

JRDB-Reasoning: A Difficulty-Graded Benchmark for Visual Reasoning in Robotics AAAI 2026

TAPO: Dynamic Teacher and Perturbed Answer Injection for Policy Optimization AAAI 2026

TraveLLaMA: A Multimodal Travel Assistant with Large-Scale Dataset and Structured Reasoning AAAI 2026

ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications AAAI 2026

SoMe: A Realistic Benchmark for LLM-based Social Media Agents AAAI 2026

AMS-IO-Bench and AMS-IO-Agent: Benchmarking and Structured Reasoning for Analog and Mixed-Signal Integrated Circuit Input/Output Design AAAI 2026

Chain-of-Search: Parameter-Efficient Reasoning for Zero-Shot Object Navigation AAAI 2026

VRAgent-R1: Boosting Video Recommendation with MLLM-based Agents via Reinforcement Learning AAAI 2026

Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM’s Theory of Mind in Egocentric Videos AAAI 2026