Quantity vs. Quality: On Hyperparameter Optimization for Deep Reinforcement Learning.
Lars HertelPierre BaldiDaniel L. GillenPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- high quality
- higher quality
- optimization algorithm
- optimization problems
- quality assessment
- function approximation
- global optimization
- state space
- reinforcement learning algorithms
- data quality
- dynamic programming
- transfer learning
- markov decision processes
- multi objective
- evolutionary algorithm
- quality measures
- learning algorithm
- genetic algorithm
- machine learning