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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

Provably Efficient Offline Multi-agent Reinforcement Learning via Strategy-wise Bonus NIPS 2022
Honor of Kings Arena: an Environment for Generalization in Competitive Reinforcement Learning NIPS 2022
E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance NIPS 2022
Distributional Reward Estimation for Effective Multi-agent Deep Reinforcement Learning NIPS 2022
Shield Decentralization for Safe Multi-Agent Reinforcement Learning NIPS 2022
Learning to Share in Networked Multi-Agent Reinforcement Learning NIPS 2022
Minimax-Optimal Multi-Agent RL in Markov Games With a Generative Model NIPS 2022
PAC: Assisted Value Factorization with Counterfactual Predictions in Multi-Agent Reinforcement Learning NIPS 2022
Sample-Efficient Reinforcement Learning of Partially Observable Markov Games NIPS 2022
Multi-agent Dynamic Algorithm Configuration NIPS 2022
I2Q: A Fully Decentralized Q-Learning Algorithm NIPS 2022
SPD: Synergy Pattern Diversifying Oriented Unsupervised Multi-agent Reinforcement Learning NIPS 2022
Trading off Utility, Informativeness, and Complexity in Emergent Communication NIPS 2022
The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games NIPS 2022
Non-Linear Coordination Graphs NIPS 2022
Proximal Learning With Opponent-Learning Awareness NIPS 2022
Human-Robotic Prosthesis as Collaborating Agents for Symmetrical Walking NIPS 2022
MATE: Benchmarking Multi-Agent Reinforcement Learning in Distributed Target Coverage Control NIPS 2022
Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems NIPS 2022
Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game NIPS 2022
Multiagent Q-learning with Sub-Team Coordination NIPS 2022
Universally Expressive Communication in Multi-Agent Reinforcement Learning NIPS 2022
Transformer-based Working Memory for Multiagent Reinforcement Learning with Action Parsing NIPS 2022
Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL NIPS 2022
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation NIPS 2022