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Agent Systems

3885 directly classified papers

Papers per year

Papers

RAPID: A Rapid Prototyping Platform for Industrial Automation AAAI 2026

CausalPulse: Agentic Copilot for Root Cause Analysis in Smart Manufacturing AAAI 2026

AgentSeer: Visualizing and Evaluating Temporal Actions in Agentic AI Systems AAAI 2026

SCoPE VLM: Selective Context Processing for Efficient Document Navigation in Vision-Language Models EACL 2026

Transferable RL for Real-World Navigation Using Semantic Segmentation and Bird’s-Eye View Abstraction AAAI 2026

LiRA: A Multi-Agent Framework for Reliable and Readable Literature Review Generation AAAI 2026

AdaptJobRec: Enhancing Conversational Career Recommendation Through an LLM-Powered Agentic System AAAI 2026

Bot Blitz: A Scalable Hands-On Workshop for Teaching AI and Robotics Concepts Through Narrative-Driven Problem Solving AAAI 2026

SAGE: A Compositional Multi-Agent LLM Framework with Pedagogical Reasoning for Structured Collaborative Problem Solving AAAI 2026

Context Selection and Rewriting for Video-based Educational Question Generation AAAI 2026

TacpAgent: Enhancing Student Engagement in Classroom Exercises Through LLM-Generated Feedback AAAI 2026

Toward Artificial Metacognition AAAI 2026

Value-Driven Memory-Augmented Generation for Agentic LLMs: Towards Structured and Adaptive Knowledge Utilization AAAI 2026

Multi-Modal Interactive Control of Robotic Arm Based on Offline Large Language Models (Student Abstract) AAAI 2026

POLICYGRID: Causal Discovery for Adaptive Policy Optimization in Embodied Agents (Student Abstract) AAAI 2026

Towards Capable and Secure Autonomous Computer-Use Agents (Student Abstract) AAAI 2026

Memory Based Advantage Shaping for LLM-Guided Reinforcement Learning (Student Abstract) AAAI 2026

RESPOND: Realistic Environment Simulation of Population and Natural Disasters with LLM-Driven Agents (Student Abstract) AAAI 2026

ChatCLIDS: Simulating Persuasive AI Dialogues to Promote Closed-Loop Insulin Adoption in Type 1 Diabetes Care AAAI 2026

Scaling Equitable Reflection Assessment in Education via Large Language Models and Role-Based Feedback Agents AAAI 2026

Realistic Curriculum Reinforcement Learning for Autonomous and Sustainable Marine Vessel Navigation AAAI 2026

Adaptive Regulation via Dual-Layer Evolution (ARDE): A Multi-Agent Approach to Balancing Efficiency, Fairness, and Diversity in Crowdsourced Platforms AAAI 2026

10 Open Challenges Steering the Future of Vision-Language-Action Models AAAI 2026

Towards Agents That Exhibit Human-Like Autonomy in Complex Environments AAAI 2026

Unlocking the Power of Large Multimodal Models for Robot Learning: Robustness, Generalization, and Opportunities AAAI 2026