Multi-Agent Systems

Discovering modular solutions that generalize compositionally ICLR 2024 Distributed on-the-fly control of multi-agent systems with unknown dynamics: Using limited data to obtain near-optimal control L4DC 2024 Diversifying Training Pool Predictability for Zero-shot Coordination: A Theory of Mind Approach IJCAI 2024 Diversity Is Not All You Need: Training A Robust Cooperative Agent Needs Specialist Partners NeurIPS 2024 Document-Level Event Extraction via Information Interaction Based on Event Relation and Argument Correlation COLING 2024 Does Egalitarian Fairness Lead to Instability? The Fairness Bounds in Stable Federated Learning Under Altruistic Behaviors NeurIPS 2024 Do LLMs suffer from Multi-Party Hangover? A Diagnostic Approach to Addressee Recognition and Response Selection in Conversations EMNLP 2024 Domain Engineering to Represent Human Behavior Using Multi-Agent Planning and Inductive Methodologies AAAI 2024 Don’t Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration ACL 2024 Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition EMNLP 2024 Dreaming to Assist: Learning to Align with Human Objectives for Shared Control in High-Speed Racing CoRL 2024 Drones Help Drones: A Collaborative Framework for Multi-Drone Object Trajectory Prediction and Beyond NeurIPS 2024 DUAL-REFLECT: Enhancing Large Language Models for Reflective Translation through Dual Learning Feedback Mechanisms ACL 2024 EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities ACL 2024 EEND-M2F: Masked-attention mask transformers for speaker diarization Interspeech 2024 Efficiency of the First-Price Auction in the Autobidding World NeurIPS 2024 Efficient Adaptation in Mixed-Motive Environments via Hierarchical Opponent Modeling and Planning ICML 2024 Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning ICLR 2024 Efficient Inverse Multiagent Learning ICLR 2024 Efficient Multi-agent Reinforcement Learning by Planning ICLR 2024 Emergence of Social Norms in Generative Agent Societies: Principles and Architecture IJCAI 2024 Emergent Communication for Numerical Concepts Generalization AAAI 2024 Emergent Communication with Conversational Repair ICLR 2024 Emergent specialization from participation dynamics and multi-learner retraining AISTATS 2024 EMOTE: An Explainable Architecture for Modelling the Other through Empathy IJCAI 2024