Provably Efficient Exploration for Reinforcement Learning Using Unsupervised Learning.
Fei FengRuosong WangWotao YinSimon S. DuLin F. YangPublished in: NeurIPS (2020)
Keyphrases
- unsupervised learning
- reinforcement learning
- supervised learning
- function approximation
- state space
- learning algorithm
- semi supervised
- machine learning
- model free
- temporal difference
- dimensionality reduction
- deep learning
- dynamic programming
- reinforcement learning algorithms
- multi agent
- markov decision process
- transfer learning
- optimal policy
- data sets
- markov decision processes
- learning process
- feature selection
- optimal control
- temporal difference learning
- learning problems
- learning tasks
- model selection
- text classification
- information extraction
- object recognition
- search algorithm
- image processing
- genetic algorithm
- data mining