Managing caching strategies for stream reasoning with reinforcement learning.
Carmine DodaroThomas EiterPaul OgrisKonstantin SchekotihinPublished in: Theory Pract. Log. Program. (2020)
Keyphrases
- reinforcement learning
- caching strategies
- response time
- web search engines
- function approximation
- data streams
- reasoning systems
- optimal policy
- knowledge representation
- real time
- knowledge base
- state space
- multi agent
- machine learning
- dynamic programming
- automated reasoning
- fuzzy logic
- artificial intelligence
- spatial reasoning
- action selection
- reinforcement learning algorithms
- reasoning tasks
- model based diagnosis
- robotic control
- policy search
- multi agent reinforcement learning
- qualitative reasoning
- model free
- learning algorithm
- search engine