Search results with tag "Learning policy"
Soft Actor-Critic: Off-Policy Maximum Entropy Deep ...
arxiv.organ effective policy increases with task complexity. Off-policy algorithms aim to reuse past experience. This is not directly feasible with conventional policy gradient formula-tions, but is relatively straightforward for Q-learning based methods (Mnih et al.,2015). Unfortunately, the combina-tion of off-policy learning and high-dimensional ...
InfoGAN: Interpretable Representation Learning by ...
arxiv.orgclassication, regression, visualization, and policy learning in reinforcement learning. While unsupervised learning is ill-posed because the relevant downstream tasks are unknown at training time, a disentangled representation , one which explicitly represents the salient attributes of a
Does Teaching Experience Increase Teacher Effectiveness?
learningpolicyinstitute.orgA Review of the Research (Palo Alto: Learning Policy Institute, 2016). This ... A central value of our public education system in the 21st century is the notion that all children ... innovation, and ability to satisfy their clients as they gain experience in a specific task,