Pre-training with Synthetic Data Helps Offline Reinforcement Learning.
Zecheng WangChe WangZixuan DongKeith W. RossPublished in: CoRR (2023)
Keyphrases
- synthetic data
- reinforcement learning
- real world
- real image data
- data sets
- mri data
- training phase
- real time
- supervised learning
- machine learning
- training set
- state space
- training examples
- training process
- function approximation
- temporal difference learning
- optimal control
- test set
- training samples
- decision trees
- human brain
- fully automatic
- multi layer perceptron
- reinforcement learning algorithms
- computer software
- reinforcement learning methods
- learning algorithm