On Practical Reinforcement Learning: Provable Robustness, Scalability, and Statistical Efficiency.
Thanh Nguyen-TangPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- computational efficiency
- high efficiency
- statistical analysis
- high scalability
- data sets
- function approximation
- data driven
- image quality
- statistical information
- optimal policy
- state space
- learning algorithm
- information retrieval
- neural network
- real time
- dynamic programming
- database
- multi agent
- transfer learning
- statistical models
- genetic algorithm
- information theoretic
- statistical tests
- real world
- temporal difference
- reinforcement learning algorithms