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The smaller of the two values is selected to form the targets in the loss functions, reducing the overestimation bias. Secondly, TD3 incorporates Delayed Policy Updates. It updates the policy less frequently compared to the Q-functions, which helps to stabilize the learning process and prevent ...
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The problem is not trivial because there is no closed form to formulate the learning accuracy as an objective function. Due to FL’s iterative manner, its accuracy can only be measured on the fly after the procedure completes. The best we could do thus is a heuristic approach. Yet, no ob...
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