Multi-Agent Systems

TIGER-MARL: Enhancing Multi-Agent Reinforcement Learning with Temporal Information through Graph-based Embeddings and Representations L4DC 2026 ToC: Tree-of-Claims Search with Multi-Agent Language Models AAAI 2026 ToolSmith: A Multi-Agent Framework for Enterprise Tool Creation AAAI 2026 TopoMA: Topology-Guided Multi-Agent Dense RGB 3D Reconstruction via Distributed Inference CVPR 2026 TORA: Train Once, Realign Anytime for Offline Multi-Objective Reinforcement Learning AAAI 2026 Toward Safe and Human-Aligned Game Conversational Recommendation via Multi-Agent Decomposition EACL 2026 Towards Effective and Efficient Multi-Agent Language Model Systems: Foundations, Prospects, and Applications ACL 2026 Towards Effective Offensive Security LLM Agents: Hyperparameter Tuning, LLM as a Judge, and a Lightweight CTF Benchmark AAAI 2026 Toward Simulating Networked Societies with Formal Institutions Using AI Agents AAAI 2026 Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format Reasoning ACL 2026 Towards Trustworthy Smart Contract Synthesis: A Multi-Agent Framework with Lean-Based Verification ACL 2026 Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs ACL 2026 Training High-Level Schedulers with Execution-Feedback Reinforcement Learning for Long-Horizon GUI Automation CVPR 2026 TriEx: A Game-based Tri-View Framework for Explaining Internal Reasoning in Multi-Agent LLMs ACL 2026 Truncated Counterfactual Learning for Anytime Multi-Agent Path Finding AAAI 2026 Truth-Tracking Evaluation in Opinion-Based Argumentation AAAI 2026 Unifying Multi-View Knowledge for Graph Learning via Model Collaboration AAAI 2026 UniMM-V2X: MoE-Enhanced Multi-Level Fusion for End-to-End Cooperative Autonomous Driving AAAI 2026 Unlocking Dynamic Inter-Client Spatial Dependencies: A Federated Spatio-temporal Graph Learning Method for Traffic Flow Forecasting AAAI 2026 UNSC-Bench: Evaluating LLM Diplomatic Role-Playing Through UN Security Council Vote Prediction EACL 2026 Unsupervised Multi-agent and Single-agent Perception from Cooperative Views CVPR 2026 Verification-Aware Planning for Multi-Agent Systems EACL 2026 VideoChat-M1: Collaborative Policy Planning for Video Understanding via Multi-Agent Reinforcement Learning CVPR 2026 VILLAIN at AVerImaTeC: Verifying Image–Text Claims via Multi-Agent Collaboration EACL 2026 VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use AAAI 2026