How to Leverage Unlabeled Data in Offline Reinforcement Learning.

Tianhe Yu Aviral Kumar Yevgen Chebotar Karol Hausman Chelsea Finn Sergey Levine

Published in: ICML (2022)

Keyphrases

unlabeled data
reinforcement learning
labeled data
semi supervised learning
supervised learning
semi supervised
learning algorithm
co training
active learning
transfer learning

semi supervised classification
data points
labeled and unlabeled data
training data
labeled examples
text classification
labeled training data
training set
machine learning
text categorization

number of labeled examples
small set of labeled
supervised learning algorithms
class labels
positive examples
prior knowledge
domain adaptation
data sets
training examples
unlabeled instances

decision boundary
learning problems
multi view
labeled instances
information retrieval
select relevant features
learning tasks
semisupervised learning
supervised and semi supervised