GMAC: A Distributional Perspective on Actor-Critic Framework
Daniel Wontae Nam 1 Younghoon Kim 1 Chan Y. Park 1
Abstract
In this paper, we devise a distributional frame-
work on actor-critic as a solution to distributional
instability, action type restriction, and conflation
between samples and statistics. We propose a new
method that minimizes the Cramer distance with
the multi-step Bellman target distribution gener-
ated from a novel ...


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