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Multi-Agent Systems

264 directly classified papers

Papers per year

Papers

Shield Decentralization for Safe Multi-Agent Reinforcement Learning NIPS 2022
Distributional Reward Estimation for Effective Multi-agent Deep Reinforcement Learning NIPS 2022
Self-Organized Polynomial-Time Coordination Graphs ICML 2022
A Self-Play Posterior Sampling Algorithm for Zero-Sum Markov Games ICML 2022
Individual Reward Assisted Multi-Agent Reinforcement Learning ICML 2022
Greedy based Value Representation for Optimal Coordination in Multi-agent Reinforcement Learning ICML 2022
Symmetric Machine Theory of Mind ICML 2022
Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning with Actor Rectification ICML 2022
On Improving Model-Free Algorithms for Decentralized Multi-Agent Reinforcement Learning ICML 2022
Welfare Maximization in Competitive Equilibrium: Reinforcement Learning for Markov Exchange Economy ICML 2022
PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration ICML 2022
Scalable Deep Reinforcement Learning Algorithms for Mean Field Games ICML 2022
Learning to Mitigate AI Collusion on Economic Platforms NIPS 2022
Cooperative Online Learning in Stochastic and Adversarial MDPs ICML 2022
Non-Linear Coordination Graphs NIPS 2022
SPD: Synergy Pattern Diversifying Oriented Unsupervised Multi-agent Reinforcement Learning NIPS 2022
Influencing Long-Term Behavior in Multiagent Reinforcement Learning NIPS 2022
Rethinking Individual Global Max in Cooperative Multi-Agent Reinforcement Learning NIPS 2022
Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL NIPS 2022
Heterogeneous Skill Learning for Multi-agent Tasks NIPS 2022
DeepTOP: Deep Threshold-Optimal Policy for MDPs and RMABs NIPS 2022
Model-Based Opponent Modeling NIPS 2022
MATE: Benchmarking Multi-Agent Reinforcement Learning in Distributed Target Coverage Control NIPS 2022
When are Offline Two-Player Zero-Sum Markov Games Solvable? NIPS 2022
The Power of Exploiter: Provable Multi-Agent RL in Large State Spaces ICML 2022