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11/22/2020
Reinforcement learning with distance-based incentive/penalty (DIP) updates for highly constrained industrial control systems
Typical reinforcement learning (RL) methods show limited applicability f...
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06/30/2020
Delayed Q-update: A novel credit assignment technique for deriving an optimal operation policy for the Grid-Connected Microgrid
A microgrid is an innovative system that integrates distributed energy r...
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07/08/2019
An intelligent financial portfolio trading strategy using deep Q-learning
A goal of financial portfolio trading is maximizing the trader's utility...
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09/18/2018