Multi-Agent Systems

Asymptotic Extinction in Large Coordination Games AAAI 2025 Asynchronous Credit Assignment for Multi-Agent Reinforcement Learning IJCAI 2025 A Theoretical Study of (Hyper) Self-Attention through the Lens of Interactions: Representation, Training, Generalization ICML 2025 A Unified Analysis of Nonstochastic Delayed Feedback for Combinatorial Semi-Bandits, Linear Bandits, and MDPs JMLR 2025 Batch Ensemble for Variance Dependent Regret in Stochastic Bandits AAAI 2025 Battling against Tough Resister: Strategy Planning with Adversarial Game for Non-collaborative Dialogues ACL 2025 Best Possible Q-Learning UAI 2025 BFTBrain: Adaptive BFT Consensus with Reinforcement Learning NSDI 2025 Bone Soups: A Seek-and-Soup Model Merging Approach for Controllable Multi-Objective Generation ACL 2025 Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark ICML 2025 Breaking the $\log(1/\Delta_2)$ Barrier: Better Batched Best Arm Identification with Adaptive Grids ICLR 2025 Breaking the Curse of Multiagency in Robust Multi-Agent Reinforcement Learning ICML 2025 Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems AAAI 2025 C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation ICML 2025 CALM: Consensus-Aware Localized Merging for Multi-Task Learning ICML 2025 Co-Learning of Strategy and Structure Achieves Full Cooperation in Complex Networks with Dynamical Linking IJCAI 2025 ComaDICE: Offline Cooperative Multi-Agent Reinforcement Learning with Stationary Distribution Shift Regularization ICLR 2025 Combining Code Generating Large Language Models and Self-Play to Iteratively Refine Strategies in Games IJCAI 2025 Combining Deep Reinforcement Learning and Search with Generative Models for Game-Theoretic Opponent Modeling IJCAI 2025 Concurrent Reinforcement Learning with Aggregated States via Randomized Least Squares Value Iteration ICML 2025 ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement Learning AAAI 2025 Constrained Exploitability Descent: An Offline Reinforcement Learning Method for Finding Mixed-Strategy Nash Equilibrium ICML 2025 Constructive Conflict-Driven Multi-Agent Reinforcement Learning for Strategic Diversity IJCAI 2025 Context in Public Health for Underserved Communities: A Bayesian Approach to Online Restless Bandits AAAI 2025 Continuously evolving rewards in an open-ended environment JMLR 2025