Balancing Similarity-Contrast in Unsupervised Representation Learning: Evaluation with Reinforcement Learning.
Menore Tekeba MengistuGetachew AlemuPierre ChevaillierPierre De LoorPublished in: ICMLA (2022)
Keyphrases
- reinforcement learning
- learning process
- supervised learning
- unsupervised learning
- learning algorithm
- learning systems
- feature hierarchies
- knowledge acquisition
- similarity measure
- learning environment
- e learning
- learning problems
- online learning
- semi supervised
- probabilistic model
- multi agent
- multiscale
- bayesian networks
- image representation
- learning tasks
- reinforcement learning algorithms
- learning capabilities
- unsupervised manner
- temporal difference learning
- reinforcement learning methods
- autonomous learning
- hierarchical reinforcement learning
- pairwise