RvS: What is Essential for Offline RL via Supervised Learning?
Scott EmmonsBenjamin EysenbachIlya KostrikovSergey LevinePublished in: CoRR (2021)
Keyphrases
- supervised learning
- reinforcement learning
- learning algorithm
- unsupervised learning
- training data
- learning tasks
- real time
- reinforcement learning algorithms
- training examples
- training set
- state space
- labeled data
- learning process
- multi agent
- machine learning
- function approximation
- autonomous learning
- rl algorithms
- learning agents
- supervised classification
- semi supervised
- markov decision processes
- optimal policy
- active learning
- learning problems
- optimal control
- statistical learning
- model free
- action selection
- data mining
- database
- text classification