RvS: What is Essential for Offline RL via Supervised Learning?
Scott EmmonsBenjamin EysenbachIlya KostrikovSergey LevinePublished in: ICLR (2022)
Keyphrases
- supervised learning
- reinforcement learning
- learning algorithm
- supervised classification
- unsupervised learning
- learning tasks
- temporal difference
- real time
- statistical learning
- training data
- machine learning
- semi supervised learning
- training examples
- learning problems
- training set
- model free
- state space
- semi supervised
- multi agent
- function approximation
- supervised machine learning
- data sets
- model selection
- neural network
- markov decision processes
- optimal policy
- unlabeled data
- labeled data
- generalization error
- multiple instance learning
- active learning
- knowledge base
- reinforcement learning algorithms