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Multi-Agent Systems

948 directly classified papers

Papers per year

Papers

Bone Soups: A Seek-and-Soup Model Merging Approach for Controllable Multi-Objective Generation ACL 2025
Constructive Conflict-Driven Multi-Agent Reinforcement Learning for Strategic Diversity IJCAI 2025
Asynchronous Credit Assignment for Multi-Agent Reinforcement Learning IJCAI 2025
Multi Objective Quantile Based Reinforcement Learning for Modern Urban Planning IJCAI 2025
Asymptotic Extinction in Large Coordination Games AAAI 2025
Indirect Online Preference Optimization via Reinforcement Learning IJCAI 2025
Credit Assignment and Fine-Tuning Enhanced Reinforcement Learning for Collaborative Spatial Crowdsourcing IJCAI 2025
Variational Offline Multi-agent Skill Discovery IJCAI 2025
Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration AAAI 2025
Efficient Dynamic Ensembling for Multiple LLM Experts IJCAI 2025
Gradient-Guided Credit Assignment and Joint Optimization for Dependency-Aware Spatial Crowdsourcing AAAI 2025
Batch Ensemble for Variance Dependent Regret in Stochastic Bandits AAAI 2025
RoLocMe: A Robust Multi-agent Source Localization System with Learning-based Map Estimation IJCAI 2025
L2M2: A Hierarchical Framework Integrating Large Language Model and Multi-agent Reinforcement Learning IJCAI 2025
Combining Deep Reinforcement Learning and Search with Generative Models for Game-Theoretic Opponent Modeling IJCAI 2025
Synthesis of Communication Policies for Multi-Agent Systems Robust to Communication Restrictions IJCAI 2025
An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring IJCNLP 2025
A Probabilistic Measure of Multi-Robot Connectivity and Ergodic Optimal Control RSS 2025
Multi-Agent Communication with Information Preserving Graph Contrastive Learning IJCAI 2025
Resolving Conflicting Constraints in Multi-Agent Reinforcement Learning with Layered Safety RSS 2025
Learning to Collaborate with Unknown Agents in the Absence of Reward AAAI 2025
Online Competitive Information Gathering for Partially Observable Trajectory Games RSS 2025
Co-Learning of Strategy and Structure Achieves Full Cooperation in Complex Networks with Dynamical Linking IJCAI 2025
Quantifying the Self-Interest Level of Markov Social Dilemmas IJCAI 2025
MAPoRL: Multi-Agent Post-Co-Training for Collaborative Large Language Models with Reinforcement Learning ACL 2025