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04/08/2022
Approximate discounting-free policy evaluation from transient and recurrent states
In order to distinguish policies that prescribe good from bad actions in...
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07/03/2021
Examining average and discounted reward optimality criteria in reinforcement learning
In reinforcement learning (RL), the goal is to obtain an optimal policy,...
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05/28/2021
A nearly Blackwell-optimal policy gradient method
For continuing environments, reinforcement learning methods commonly max...
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10/18/2020