Value-Aided Conditional Supervised Learning for Offline RL.
Jeonghye KimSuyoung LeeWoojun KimYoungchul SungPublished in: CoRR (2024)
Keyphrases
- supervised learning
- reinforcement learning
- unsupervised learning
- learning algorithm
- supervised classification
- function approximation
- statistical learning
- random field model
- training data
- learning problems
- state space
- real time
- active learning
- semi supervised
- machine learning
- semi supervised learning
- training samples
- learning tasks
- reinforcement learning algorithms
- multi agent
- multiple instance learning
- temporal difference
- training examples
- supervised machine learning
- training set
- rl algorithms
- optimal policy
- markov decision processes
- generalization error
- model free
- action selection
- transfer learning
- class labels
- unlabeled data
- multiscale
- data mining