Predictive Information Accelerates Learning in RL.
Kuang-Huei LeeIan FischerAnthony LiuYijie GuoHonglak LeeJohn F. CannySergio GuadarramaPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- prior knowledge
- learning process
- information extraction
- learning algorithm
- domain knowledge
- autonomous learning
- learned knowledge
- learning problems
- information sharing
- background knowledge
- knowledge acquisition
- information sources
- learning systems
- learning objects
- online learning
- information processing
- supervised learning
- state space
- end users
- learning agent
- making decisions
- decision trees
- information retrieval