A Unified Switching System Perspective and Convergence Analysis of Q-Learning Algorithms.
Donghwan LeeNiao HePublished in: NeurIPS (2020)
Keyphrases
- convergence analysis
- learning algorithm
- machine learning
- optimality conditions
- global convergence
- convergence rate
- training data
- learning problems
- supervised learning
- machine learning algorithms
- approximation methods
- learning tasks
- search space
- search algorithm
- genetic programming
- low level
- learning models
- maximum margin
- cost function
- reinforcement learning