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Multi-Agent Systems

948 directly classified papers

Papers per year

Papers

Stability of Multi-Agent Learning in Competitive Networks: Delaying the Onset of Chaos AAAI 2024
PORTAL: Automatic Curricula Generation for Multiagent Reinforcement Learning AAAI 2024
Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf NIPS 2024
Decoding Global Preferences: Temporal and Cooperative Dependency Modeling in Multi-Agent Preference-Based Reinforcement Learning AAAI 2024
Multi-agent assignment via state augmented reinforcement learning L4DC 2024
Factored Online Planning in Many-Agent POMDPs AAAI 2024
Situation-Dependent Causal Influence-Based Cooperative Multi-Agent Reinforcement Learning AAAI 2024
Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE NIPS 2024
Expressive Multi-Agent Communication via Identity-Aware Learning AAAI 2024
Settling Decentralized Multi-Agent Coordinated Exploration by Novelty Sharing AAAI 2024
Learning Efficient and Robust Multi-Agent Communication via Graph Information Bottleneck AAAI 2024
ConcaveQ: Non-monotonic Value Function Factorization via Concave Representations in Deep Multi-Agent Reinforcement Learning AAAI 2024
Refined Sample Complexity for Markov Games with Independent Linear Function Approximation (Extended Abstract) COLT 2024
TAPE: Leveraging Agent Topology for Cooperative Multi-Agent Policy Gradient AAAI 2024
Imagine, Initialize, and Explore: An Effective Exploration Method in Multi-Agent Reinforcement Learning AAAI 2024
Policy Gradient Methods Find the Nash Equilibrium in N-player General-sum Linear-quadratic Games JMLR 2023
Toward Multi-Agent Reinforcement Learning for Distributed Event-Triggered Control L4DC 2023
CLAS: Coordinating Multi-Robot Manipulation with Central Latent Action Spaces L4DC 2023
A Pair-Approximation Method for Modelling the Dynamics of Multi-Agent Stochastic Games AAAI 2023
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare IJCAI 2023
MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning JMLR 2023
Faster Target Encirclement with Utilization of Obstacles via Multi-Agent Reinforcement Learning ACML 2023
Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables AISTATS 2023
Interpreting Primal-Dual Algorithms for Constrained Multiagent Reinforcement Learning L4DC 2023
Incremental Reinforcement Learning with Dual-Adaptive ε-Greedy Exploration AAAI 2023