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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

Grounded Answers for Multi-agent Decision-making Problem through Generative World Model NIPS 2024
Deep Reinforcement Learning for Communication Networks AAAI 2024
Factored Online Planning in Many-Agent POMDPs AAAI 2024
Settling Decentralized Multi-Agent Coordinated Exploration by Novelty Sharing AAAI 2024
RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning AAAI 2024
Learning Distinguishable Trajectory Representation with Contrastive Loss NIPS 2024
Learning Efficient and Robust Multi-Agent Communication via Graph Information Bottleneck AAAI 2024
M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions ACL 2024
STAS: Spatial-Temporal Return Decomposition for Solving Sparse Rewards Problems in Multi-agent Reinforcement Learning AAAI 2024
UNEX-RL: Reinforcing Long-Term Rewards in Multi-Stage Recommender Systems with UNidirectional EXecution AAAI 2024
Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning NIPS 2024
Situation-Dependent Causal Influence-Based Cooperative Multi-Agent Reinforcement Learning AAAI 2024
Optimistic Policy Gradient in Multi-Player Markov Games with a Single Controller: Convergence beyond the Minty Property AAAI 2024
Episodic Future Thinking Mechanism for Multi-agent Reinforcement Learning NIPS 2024
Bio-inspired Dynamic and Decentralized Online Learning in Uninformed Heterogeneous Multi-Agent Environments IJCAI 2024
ConcaveQ: Non-monotonic Value Function Factorization via Concave Representations in Deep Multi-Agent Reinforcement Learning AAAI 2024
Imagine, Initialize, and Explore: An Effective Exploration Method in Multi-Agent Reinforcement Learning AAAI 2024
FoX: Formation-Aware Exploration in Multi-Agent Reinforcement Learning AAAI 2024
Backpropagation Through Agents AAAI 2024
PORTAL: Automatic Curricula Generation for Multiagent Reinforcement Learning AAAI 2024
Data Poisoning to Fake a Nash Equilibria for Markov Games AAAI 2024
Language Grounded Multi-agent Reinforcement Learning with Human-interpretable Communication NIPS 2024
Feint Behaviors and Strategies: Formalization, Implementation and Evaluation NIPS 2024
Decomposing Temporal Equilibrium Strategy for Coordinated Distributed Multi-Agent Reinforcement Learning AAAI 2024
Learning to Cooperate with Humans using Generative Agents NIPS 2024