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multi-agent reinforcement learning

534 papers

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Also known as

MARL MADRL

Co-occurring keywords

multi-agent system (1743) cooperative multi-agent (43) nash equilibrium (396) game theory (852) markov game (86) reinforcement learning (4122) policy optimization (630) policy learning (699) cooperative learning (65) value decomposition (31)

Papers

Online Tuning for Offline Decentralized Multi-Agent Reinforcement Learning AAAI 2023
Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Stable Algorithms NIPS 2023
Decentralized Robust V-learning for Solving Markov Games with Model Uncertainty JMLR 2023
Exploration via Joint Policy Diversity for Sparse-Reward Multi-Agent Tasks IJCAI 2023
Quantum Multi-Agent Meta Reinforcement Learning AAAI 2023
Selectively Sharing Experiences Improves Multi-Agent Reinforcement Learning NIPS 2023
Learning to Send Reinforcements: Coordinating Multi-Agent Dynamic Police Patrol Dispatching and Rescheduling via Reinforcement Learning IJCAI 2023
An Adaptive Entropy-Regularization Framework for Multi-Agent Reinforcement Learning ICML 2023
Explainable Multi-Agent Reinforcement Learning for Temporal Queries IJCAI 2023
Hierarchical Multi-Agent Skill Discovery NIPS 2023
HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism AAAI 2023
Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning ICML 2023
Boosting Multi-agent Reinforcement Learning via Contextual Prompting JMLR 2023
MARLlib: A Scalable and Efficient Multi-agent Reinforcement Learning Library JMLR 2023
A General Learning Framework for Open Ad Hoc Teamwork Using Graph-based Policy Learning JMLR 2023
A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning JMLR 2023
Universal Agent Mixtures and the Geometry of Intelligence AISTATS 2023
Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task Similarity NIPS 2023
Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning AAAI 2023
MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning JMLR 2023
Cooperative Multi-Agent Reinforcement Learning: Asynchronous Communication and Linear Function Approximation ICML 2023
RiskQ: Risk-sensitive Multi-Agent Reinforcement Learning Value Factorization NIPS 2023
Information Design in Multi-Agent Reinforcement Learning NIPS 2023
OFCOURSE: A Multi-Agent Reinforcement Learning Environment for Order Fulfillment NIPS 2023
SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning NIPS 2023