Similarities and differences between policy gradient methods and evolution strategies.

Verena Heidrich-Meisner Christian Igel

Published in: ESANN (2008)

Keyphrases

evolution strategy
policy gradient methods
evolutionary algorithm
differential evolution
natural actor critic
genetic algorithm
optimization methods
particle swarm optimization algorithm
optimization problems
global search
optimization algorithm
convergence speed