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Are Deep Policy Gradient Algorithms Truly Policy Gradient Algorithms?
Andrew Ilyas
Logan Engstrom
Shibani Santurkar
Dimitris Tsipras
Firdaus Janoos
Larry Rudolph
Aleksander Madry
Published in:
CoRR (2018)
Keyphrases
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learning algorithm
optimization problems
gradient ascent
policy gradient
natural gradient
computational complexity
evolutionary algorithm
convergence rate
optimization methods