Challenges in High-dimensional Reinforcement Learning with Evolution Strategies.
Nils MüllerTobias GlasmachersPublished in: CoRR (2018)
Keyphrases
- evolution strategy
- high dimensional
- reinforcement learning
- evolutionary algorithm
- differential evolution
- evolutionary programming
- numerical optimization
- lessons learned
- function approximation
- real world
- low dimensional
- optimization methods
- dimensionality reduction
- state space
- multi agent
- genetic algorithm
- model free
- feature space
- markov decision processes
- learning algorithm
- global search
- particle swarm optimization algorithm
- optimal policy
- global optimization
- optimization method
- tabu search
- similarity search
- nearest neighbor
- multi objective
- machine learning