Uniformly Distributed Data Effects in Offline RL: A Case Study in Gridworld Setting.
Kuanysh TokayevJurn-Gyu ParkPublished in: BigComp (2024)
Keyphrases
- uniformly distributed
- data sets
- data structure
- training data
- data mining techniques
- database
- raw data
- case study
- high quality
- data analysis
- data sources
- end users
- data points
- knowledge discovery
- synthetic data
- data collection
- complex data
- experimental data
- uniform distribution
- missing data
- pseudorandom
- high dimensional data
- statistical analysis
- markov chain
- input data
- image data
- prior knowledge
- multi agent
- reinforcement learning
- decision trees
- search engine
- machine learning
- real time