Agent Systems

ProEthica: A Professional Role Based Ethical Analysis Tool Using LLM-Orchestrated, Ontology Supported Case Based Reasoning AAAI 2026 ProFocus: Proactive Perception and Focused Reasoning in Vision-and-Language Navigation CVPR 2026 ProgRAG: Hallucination-Resistant Progressive Retrieval and Reasoning over Knowledge Graphs AAAI 2026 Promoting Sustainable Web Agents: Benchmarking and Estimating Energy Consumption Through Empirical and Theoretical Analysis AAAI 2026 PropGenie: A Multi-Agent Conversational Framework for Real Estate Assistance EACL 2026 ProRec-Video: Guiding Hierarchical Interest Transitions for Proactive Short Video Recommendation with Dynamic Feedback Adaptation AAAI 2026 ProRefine: Inference-Time Prompt Refinement with Textual Feedback (Student Abstract) AAAI 2026 ProSoftArena: Benchmarking Hierarchical Capabilities of Multi-modal Agents in Professional Software Environments CVPR 2026 Proximity-Based Multi-Turn Optimization: Practical Credit Assignment for LLM Agent Training ACL 2026 Prune4Web: DOM Tree Pruning Programming for Web Agent AAAI 2026 PSDesigner: Automated Graphic Design with a Human-Like Creative Workflow CVPR 2026 PSPO: Prompt-Level Prioritization and Experience-Weighted Smoothing for Efficient Policy Optimization AAAI 2026 QFinZero: A Unified Financial Toolchain for LLM-Based Trading Agents ACL 2026 QueryGym: Step-by-Step Interaction with Relational Databases AAAI 2026 RAAS: LLM Agentic System Architecture Search with GRPO CVPR 2026 RAGFort: Dual-Path Defense Against Proprietary Knowledge Base Extraction in Retrieval-Augmented Generation AAAI 2026 RAPID: A Rapid Prototyping Platform for Industrial Automation AAAI 2026 RareAgents: Autonomous Multi-disciplinary Team for Rare Disease Diagnosis and Treatment AAAI 2026 Ready Jurist One: Benchmarking Language Agents for Legal Intelligence in Dynamic Environments ACL 2026 Realistic Curriculum Reinforcement Learning for Autonomous and Sustainable Marine Vessel Navigation AAAI 2026 Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM’s Theory of Mind in Egocentric Videos AAAI 2026 REALM: An MLLM-Agent Framework for Open World 3D Reasoning Segmentation and Editing on Gaussian Splatting CVPR 2026 RealWebAssist: A Benchmark for Long-Horizon Web Assistance with Real-World Users AAAI 2026 Reasoning with Exploration: An Entropy Perspective AAAI 2026 ReCAD: Reinforcement Learning Enhanced Parametric CAD Model Generation with Vision-Language Models AAAI 2026