Towards Understanding Learning Representations: To What Extent Do Different Neural Networks Learn the Same Representation.
Liwei WangLunjia HuJiayuan GuZhiqiang HuYue WuKun HeJohn E. HopcroftPublished in: NeurIPS (2018)
Keyphrases
- neural network
- multiple representations
- learning rules
- learning process
- learning algorithm
- deeper understanding
- online learning
- fuzzy logic
- pattern recognition
- learning systems
- visual representation
- prior knowledge
- reinforcement learning
- representation scheme
- automatically discovering
- hierarchical reinforcement learning
- iterative learning
- conceptual understanding
- external representations
- function approximators
- efficient learning
- complex domains
- learning capabilities
- solving problems
- image representation
- supervised learning
- probabilistic model
- active learning