Provably Efficient Exploration for RL with Unsupervised Learning.
Fei FengRuosong WangWotao YinSimon S. DuLin F. YangPublished in: CoRR (2020)
Keyphrases
- unsupervised learning
- reinforcement learning
- supervised learning
- dimensionality reduction
- multi agent
- deep learning
- semi supervised
- model free
- function approximation
- reinforcement learning algorithms
- expectation maximization
- learning process
- object recognition
- machine learning
- model selection
- autonomous learning
- markov decision processes
- feature selection
- learning agents
- learning algorithm
- pairwise
- complex domains
- transfer learning
- learning agent
- state space
- deep architectures
- dead end
- partially observable domains