Artificial Intelligence › Core AI ›

Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

Pontryagin neural operator for solving general-sum differential games with parametric state constraints L4DC 2024

Learning $\epsilon$-Nash equilibrium stationary policies in stochastic games with unknown independent chains using online mirror descent L4DC 2024

STEMFold: Stochastic temporal manifold for multi-agent interactions in the presence of hidden agents L4DC 2024

Learning to Assist Humans without Inferring Rewards NIPS 2024

Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method ACL 2024

VillagerAgent: A Graph-Based Multi-Agent Framework for Coordinating Complex Task Dependencies in Minecraft ACL 2024

Reflect-RL: Two-Player Online RL Fine-Tuning for LMs ACL 2024

Multi-Agent Domain Calibration with a Handful of Offline Data NIPS 2024

Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf NIPS 2024

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

SceneDiffuser: Efficient and Controllable Driving Simulation Initialization and Rollout NIPS 2024

Learning Communication Policies for Different Follower Behaviors in a Collaborative Reference Game ACL 2024

Learning in Markov Games with Adaptive Adversaries: Policy Regret, Fundamental Barriers, and Efficient Algorithms NIPS 2024

Temporal Fairness in Multiwinner Voting AAAI 2024

Accelerated Regularized Learning in Finite N-Person Games NIPS 2024

Document-Level Event Extraction via Information Interaction Based on Event Relation and Argument Correlation COLING 2024

Game-Theoretic Unlearnable Example Generator AAAI 2024

Grounded Answers for Multi-agent Decision-making Problem through Generative World Model NIPS 2024

CulturePark: Boosting Cross-cultural Understanding in Large Language Models NIPS 2024

Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler NIPS 2024

Multiobjective Lipschitz Bandits under Lexicographic Ordering AAAI 2024

Data Poisoning to Fake a Nash Equilibria for Markov Games AAAI 2024

PORTAL: Automatic Curricula Generation for Multiagent Reinforcement Learning AAAI 2024

T2MAC: Targeted and Trusted Multi-Agent Communication through Selective Engagement and Evidence-Driven Integration AAAI 2024

Hybrid planning for challenging construction problems: An Answer Set Programming approach (Abstract Reprint) IJCAI 2024