Evolution Strategies as a Scalable Alternative to Reinforcement Learning.
Tim SalimansJonathan HoXi ChenIlya SutskeverPublished in: CoRR (2017)
Keyphrases
- evolution strategy
- reinforcement learning
- evolutionary algorithm
- evolutionary programming
- numerical optimization
- differential evolution
- function approximation
- genetic algorithm
- markov decision processes
- optimal policy
- learning algorithm
- machine learning
- optimization methods
- global search
- reinforcement learning algorithms
- computationally costly
- guided local search
- state space
- dynamic programming
- learning process
- particle swarm optimization algorithm
- multi agent
- function approximators