Deep Reinforcement Learning Versus Evolution Strategies: A Comparative Survey.
Amjad Yousef MajidSerge SaaybiTomas van RietbergenVincent François-LavetR. Venkatesha PrasadChris J. M. VerhoevenPublished in: CoRR (2021)
Keyphrases
- evolution strategy
- reinforcement learning
- evolutionary algorithm
- evolutionary programming
- differential evolution
- particle swarm optimization algorithm
- function approximation
- genetic algorithm
- numerical optimization
- machine learning
- reinforcement learning algorithms
- global search
- multi agent
- search algorithm
- optimization methods
- dynamic programming
- markov decision processes
- optimal policy
- computational intelligence
- learning process
- state space
- model free
- temporal difference
- function approximators
- test functions
- optimization problems