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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

Enhancing Policy Gradient Algorithms with Search in Imperfect Information Games IJCAI 2024

FedCBO: Reaching Group Consensus in Clustered Federated Learning through Consensus-based Optimization JMLR 2024

N-Agent Ad Hoc Teamwork IJCAI 2024

SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent EMNLP 2024

DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts EMNLP 2024

Is this the real life? Is this just fantasy? The Misleading Success of Simulating Social Interactions With LLMs EMNLP 2024

Multi-Agent Imitation Learning: Value is Easy, Regret is Hard NIPS 2024

PEARL: Preference Extraction with Exemplar Augmentation and Retrieval with LLM Agents EMNLP 2024

AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation EMNLP 2024

Approximate Dec-POMDP Solving Using Multi-Agent A* IJCAI 2024

Human-Agent Cooperation in Games under Incomplete Information through Natural Language Communication IJCAI 2024

Melting Pot Contest: Charting the Future of Generalized Cooperative Intelligence NIPS 2024

Do LLMs suffer from Multi-Party Hangover? A Diagnostic Approach to Addressee Recognition and Response Selection in Conversations EMNLP 2024

MindAgent: Emergent Gaming Interaction NAACL 2024

Delegating Data Collection in Decentralized Machine Learning AISTATS 2024

Policy Space Response Oracles: A Survey IJCAI 2024

Teaching Embodied Reinforcement Learning Agents: Informativeness and Diversity of Language Use EMNLP 2024

Deep Reinforcement Learning-based Dialogue Policy with Graph Convolutional Q-network COLING 2024

Episodic Future Thinking Mechanism for Multi-agent Reinforcement Learning NIPS 2024

Communicate to Play: Pragmatic Reasoning for Efficient Cross-Cultural Communication EMNLP 2024

Multi-Agent Learning in Contextual Games under Unknown Constraints AISTATS 2024

NeLLCom-X: A Comprehensive Neural-Agent Framework to Simulate Language Learning and Group Communication EMNLP 2024

AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction EMNLP 2024

Interpretability Guarantees with Merlin-Arthur Classifiers AISTATS 2024

On the Role of Information Structure in Reinforcement Learning for Partially-Observable Sequential Teams and Games NIPS 2024