Multi-Agent Systems

Multi-Agent Learning in Contextual Games under Unknown Constraints AISTATS 2024 No-Regret Learning for Fair Multi-Agent Social Welfare Optimization NeurIPS 2024 Off-Policy Action Anticipation in Multi-Agent Reinforcement Learning JMLR 2024 One-to-Many Communication and Compositionality in Emergent Communication EMNLP 2024 Online Information Acquisition: Hiring Multiple Agents ICLR 2024 Online Relational Inference for Evolving Multi-agent Interacting Systems NeurIPS 2024 Opponent Modeling based on Subgoal Inference NeurIPS 2024 Opponent Modeling with In-context Search NeurIPS 2024 Opponent-Model Search in Games with Incomplete Information AAAI 2024 Optimistic Policy Gradient in Multi-Player Markov Games with a Single Controller: Convergence beyond the Minty Property AAAI 2024 OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments AAAI 2024 PEARL: Preference Extraction with Exemplar Augmentation and Retrieval with LLM Agents EMNLP 2024 Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations AAAI 2024 Peer Neighborhood Mechanisms: A Framework for Mechanism Generalization AAAI 2024 Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems EMNLP 2024 PMAC: Personalized Multi-Agent Communication AAAI 2024 Policy Aggregation NeurIPS 2024 PREDICT: Multi-Agent-based Debate Simulation for Generalized Hate Speech Detection EMNLP 2024 Principal-Agent Reward Shaping in MDPs AAAI 2024 Privacy-Preserving Decentralized Actor-Critic for Cooperative Multi-Agent Reinforcement Learning AISTATS 2024 Project-Fair and Truthful Mechanisms for Budget Aggregation AAAI 2024 Proportional Aggregation of Preferences for Sequential Decision Making AAAI 2024 Provable Memory Efficient Self-Play Algorithm for Model-free Reinforcement Learning ICLR 2024 Provable Partially Observable Reinforcement Learning with Privileged Information NeurIPS 2024 Provable Policy Gradient Methods for Average-Reward Markov Potential Games AISTATS 2024