Soft Actor-Critic Algorithms and Applications
arXiv: Learning, Volume abs/1812.05905, 2018.
Model-free deep reinforcement learning (RL) algorithms have been successfully applied to a range of challenging sequential decision making and control tasks. However, these methods typically suffer from two major challenges: high sample complexity and brittleness to hyperparameters. Both of these challenges limit the applicability of such...More
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