Towards Principled Representation Learning from Videos for Reinforcement Learning.
Dipendra MisraAkanksha SaranTengyang XieAlex LambJohn LangfordPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- learning algorithm
- learning process
- supervised learning
- learning tasks
- autonomous learning
- neural network
- online learning
- knowledge acquisition
- learning systems
- learning problems
- action selection
- visual representation
- temporal difference learning
- image representation
- learning styles
- function approximation
- dynamic bayesian networks
- partially observable
- learning agents
- video sequences
- relational reinforcement learning