Inverse factorized soft Q-Learning for cooperative multi-agent imitation learning

Inverse factorized soft Q-Learning for cooperative multi-agent imitation learning

This paper concerns imitation learning (IL) in cooperative multi-agent systems.The learning problem under consideration poses several challenges, characterized by high-dimensional state and action spaces and intricate inter-agent dependencies. In a single-agent setting, IL was shown to be done effic...

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Bibliographic Details
Main Authors: BUI, The Viet, MAI, Tien, NGUYEN, Thanh
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
Subjects:
Imitation learning
Multi-agent systems
soft-Q learning
Artificial Intelligence and Robotics
Computer Sciences
Online Access:https://ink.library.smu.edu.sg/sis_research/9818
https://ink.library.smu.edu.sg/context/sis_research/article/10818/viewcontent/NeurIPS2024___Multi_agent_Inverse_Q_learning_for_imitation_6.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/9818
https://ink.library.smu.edu.sg/context/sis_research/article/10818/viewcontent/NeurIPS2024___Multi_agent_Inverse_Q_learning_for_imitation_6.pdf

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