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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

Heterogeneous Skill Learning for Multi-agent Tasks NIPS 2022
MAPDP: Cooperative Multi-Agent Reinforcement Learning to Solve Pickup and Delivery Problems AAAI 2022
Locality Matters: A Scalable Value Decomposition Approach for Cooperative Multi-Agent Reinforcement Learning AAAI 2022
Efficient Multi-agent Communication via Self-supervised Information Aggregation NIPS 2022
Asynchronous Actor-Critic for Multi-Agent Reinforcement Learning NIPS 2022
Towards Human-Level Bimanual Dexterous Manipulation with Reinforcement Learning NIPS 2022
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL NIPS 2022
Society of Agents: Regret Bounds of Concurrent Thompson Sampling NIPS 2022
Influencing Long-Term Behavior in Multiagent Reinforcement Learning NIPS 2022
Policy Optimization for Markov Games: Unified Framework and Faster Convergence NIPS 2022
A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization NIPS 2022
Rethinking Individual Global Max in Cooperative Multi-Agent Reinforcement Learning NIPS 2022
Decentralized Cooperative Reinforcement Learning with Hierarchical Information Structure ALT 2022
Socially-Attentive Policy Optimization in Multi-Agent Self-Driving System CORL 2022
Concept Learning for Interpretable Multi-Agent Reinforcement Learning CORL 2022
Learning in Nonzero-Sum Stochastic Games with Potentials ICML 2021
Emergent Social Learning via Multi-agent Reinforcement Learning ICML 2021
Off-Belief Learning ICML 2021
FACMAC: Factored Multi-Agent Centralised Policy Gradients NIPS 2021
Learning to Simulate Self-driven Particles System with Coordinated Policy Optimization NIPS 2021
Continuous Coordination As a Realistic Scenario for Lifelong Learning ICML 2021
Emergent Discrete Communication in Semantic Spaces NIPS 2021
Motivating Physical Activity via Competitive Human-Robot Interaction CORL 2021
Logical Team Q-learning: An approach towards factored policies in cooperative MARL AISTATS 2021
Variational Automatic Curriculum Learning for Sparse-Reward Cooperative Multi-Agent Problems NIPS 2021