Multi-Agent Systems

ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks EMNLP 2025 Resonance: Learning to Predict Social-Aware Pedestrian Trajectories as Co-Vibrations ICCV 2025 Responding to Promises: No-regret learning against followers with memory L4DC 2025 Responsibility-aware Strategic Reasoning in Probabilistic Multi-Agent Systems AAAI 2025 Responsibility Gap in Collective Decision Making IJCAI 2025 Rethinking Bimanual Robotic Manipulation: Learning with Decoupled Interaction Framework ICCV 2025 Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation Perspective AAAI 2025 Rethinking Information Synthesis in Multimodal Question Answering A Multi-Agent Perspective IJCNLP 2025 Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty EMNLP 2025 Rethink Rumor Detection in the Era of LLMs: A Review EMNLP 2025 ReTracing: An Archaeological Approach Through Body, Machine, and Generative Systems NeurIPS 2025 Retrospective Learning from Interactions ACL 2025 REVECA: Adaptive Planning and Trajectory-Based Validation in Cooperative Language Agents Using Information Relevance and Relative Proximity AAAI 2025 Revisiting Cooperative Off-Policy Multi-Agent Reinforcement Learning ICML 2025 Risk-Aware Task Migration for Multiplex Unmanned Swarm Networks in Adversarial Environments IJCAI 2025 Risk-Sensitive Theory of Mind: Coordinating with Agents of Unknown Bias using Cumulative Prospect Theory ICML 2025 RLAE: Reinforcement Learning-Assisted Ensemble for LLMs EMNLP 2025 RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation ACL 2025 RoboFactory: Exploring Embodied Agent Collaboration with Compositional Constraints ICCV 2025 RoboTrom-Nav: A Unified Framework for Embodied Navigation Integrating Perception, Planning, and Prediction ICCV 2025 RoboTwin: Dual-Arm Robot Benchmark with Generative Digital Twins CVPR 2025 Robust Autonomy Emerges from Self-Play ICML 2025 Robust Native Language Identification through Agentic Decomposition EMNLP 2025 Robust Performance Incentivizing Algorithms for Multi-Armed Bandits with Strategic Agents AAAI 2025 RouteLLM: Learning to Route LLMs from Preference Data ICLR 2025