Scalable Online Planning for Multi-Agent MDPs

DOI10.1613/jair.1.13261OpenAlexW4220726131MaRDI QIDQ5076326

Mykel J. Kochenderfer, Shushman Choudhury, Peter Morales, Jayesh K. Gupta

Publication date: 16 May 2022

Published in: Journal of Artificial Intelligence Research (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2101.04788

zbMATH Keywords

Markov decision processesplanningmultiagent systems

Mathematics Subject Classification ID

Artificial intelligence (68Txx)

Related Items (1)

FactoredValueMCTS

Uses Software

• Julia
• POMDPs.jl
• GitHub
• AlphaZero

Cites Work

• Bucket elimination: A unifying framework for reasoning
• Multi-agent reinforcement learning: a selective overview of theories and algorithms
• A survey of multi-agent formation control
• Julia: A Fresh Approach to Numerical Computing
• Enhancements for Multi-Player Monte-Carlo Tree Search
• A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play
• PROGRESSIVE STRATEGIES FOR MONTE-CARLO TREE SEARCH
• Efficient Large-Scale Multi-Drone Delivery using Transit Networks
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