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I2Q: AFullyDecentralizedQ-LearningAlgorithm

Neural Information Processing Systems

The modeling of ideal transition function inI2Q isfully decentralized and independent from the learned policies of other agents, helping I2Q be free from non-stationarity and learn the optimal policy.