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This report aims to survey multi-agent Q-Learning algorithms, analyze different game theory frameworks used, address each framework's applications, and report challenges and future directions. The target application for this study is resource management in the wireless sensor network. In the first section, the author provided an introduction regarding the applications of wireless sensor networks. After that, the author presented a summary of the Q-Learning algorithm, a well-known classicarXiv:2105.02371v1 fatcat:2iml3yk3svd47j5i7lfexljfie