Distributionally Robust Offline Reinforcement Learning with Linear Function Approximation.
Xiaoteng MaZhipeng LiangJose H. BlanchetMingwen LiuLi XiaJiheng ZhangQianchuan ZhaoZhengyuan ZhouPublished in: CoRR (2022)
Keyphrases
- function approximation
- reinforcement learning
- temporal difference learning algorithms
- function approximators
- temporal difference learning
- tile coding
- mountain car
- learning tasks
- temporal difference
- state action space
- model free
- robust optimization
- machine learning
- radial basis function
- temporal difference methods
- reinforcement learning algorithms
- td learning
- policy search
- policy evaluation
- neural network
- markov decision processes
- feature extraction
- data mining