Don't Change the Algorithm, Change the Data: Exploratory Data for Offline Reinforcement Learning.
Denis YaratsDavid BrandfonbrenerHao LiuMichael LaskinPieter AbbeelAlessandro LazaricLerrel PintoPublished in: CoRR (2022)
Keyphrases
- data sets
- input data
- raw data
- synthetic data
- statistical analysis
- image data
- data analysis
- high dimensional data
- data collection
- noisy data
- data processing
- detection algorithm
- dynamic programming
- data structure
- objective function
- high quality
- data quality
- neural network
- information loss
- computational cost
- cost function
- k means
- learning algorithm
- genetic algorithm
- machine learning