Multi-Agent Systems

FilmComposer: LLM-Driven Music Production for Silent Film Clips CVPR 2025 FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making EMNLP 2025 Finite-Sample Convergence Bounds for Trust Region Policy Optimization in Mean Field Games ICML 2025 First-Order Coalition Logic IJCAI 2025 FLAIRR-TS - Forecasting LLM-Agents with Iterative Refinement and Retrieval for Time Series EMNLP 2025 Formation Shape Control using the Gromov-Wasserstein Metric L4DC 2025 Foundations of Multi-Agent Learning in Dynamic Environments: Where Reinforcement Learning Meets Strategic Decision-Making AAAI 2025 Fraud-Proof Revenue Division on Subscription Platforms ICML 2025 FreeCap: Hybrid Calibration-Free Motion Capture in Open Environments AAAI 2025 Frequency & Compositionality in Emergent Communication EMNLP 2025 From an LLM Swarm to a PDDL-empowered Hive: Planning Self-executed Instructions in a Multi-modal Jungle ICLR 2025 From Capabilities to Performance: Evaluating Key Functional Properties of LLM Architectures in Penetration Testing EMNLP 2025 From Debate to Equilibrium: Belief-Driven Multi-Agent LLM Reasoning via Bayesian Nash Equilibrium ICML 2025 From Facts to Insights: A Study on the Generation and Evaluation of Analytical Reports for Deciphering Earnings Calls COLING 2025 From Sparse to Dense: Camera Relocalization with Scene-Specific Detector from Feature Gaussian Splatting CVPR 2025 Fusing Highly Specialized Language Models for Comprehensive Expertise ACL 2025 Game Theory Meets Large Language Models: A Systematic Survey IJCAI 2025 GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching AAAI 2025 GA-S3: Comprehensive Social Network Simulation with Group Agents ACL 2025 G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks ICML 2025 GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems EMNLP 2025 GenAuction: A Generative Auction for Online Advertising AAAI 2025 Generative Agents for Multimodal Controversy Detection IJCAI 2025 Generative Multi-Agent Collaboration in Embodied AI: A Systematic Review IJCAI 2025 Generative Reviewer Agents: Scalable Simulacra of Peer Review EMNLP 2025