Multi-Agent Systems

NetSafe: Exploring the Topological Safety of Multi-agent System ACL 2025 Neural Interactive Proofs ICLR 2025 Neuralized Markov Random Field for Interaction-Aware Stochastic Human Trajectory Prediction ICLR 2025 Neural Operators Can Play Dynamic Stackelberg Games JMLR 2025 Neuro-Symbolic Deadlock Resolution in Multi-Robot Systems L4DC 2025 NewsInterview: a Dataset and a Playground to Evaluate LLMs’ Grounding Gap via Informational Interviews ACL 2025 NexusSum: Hierarchical LLM Agents for Long-Form Narrative Summarization ACL 2025 No More Sibling Rivalry: Debiasing Human-Object Interaction Detection ICCV 2025 Non-stochastic Budgeted Online Pricing with Semi-Bandit Feedback AAAI 2025 NuPlanQA: A Large-Scale Dataset and Benchmark for Multi-View Driving Scene Understanding in Multi-Modal Large Language Models ICCV 2025 nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow ACL 2025 Observation Interference in Partially Observable Assistance Games ICML 2025 OccuTriage: An AI Agent Orchestration Framework for Occupational Health Triage Prediction ACL 2025 Offline Learning for Combinatorial Multi-armed Bandits ICML 2025 One is Plenty: A Polymorphic Feature Interpreter for Immutable Heterogeneous Collaborative Perception CVPR 2025 One Planner To Guide Them All ! Learning Adaptive Conversational Planners for Goal-oriented Dialogues EMNLP 2025 Online Learning of Coalition Structures by Selfish Agents AAAI 2025 Online Prompt Selection for Program Synthesis AAAI 2025 On the Distortion of Committee Election with 1-Euclidean Preferences and Few Distance Queries AAAI 2025 On the Power of Randomization for Obviously Strategy-Proof Mechanisms AAAI 2025 On the Power of Strategic Corpus Enrichment in Content Creation Games AAAI 2025 On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents ICML 2025 Open-Theatre: An Open-Source Toolkit for LLM-based Interactive Drama EMNLP 2025 Operationalising Rawlsian Ethics for Fairness in Norm Learning Agents AAAI 2025 OPTAGENT: Optimizing Multi-Agent LLM Interactions Through Verbal Reinforcement Learning for Enhanced Reasoning IJCNLP 2025