Sparse Proximal Reinforcement Learning via Nested Optimization.
Tianheng SongDazi LiQibing JinKotaro HirasawaPublished in: IEEE Trans. Syst. Man Cybern. Syst. (2020)
Keyphrases
- reinforcement learning
- optimization algorithm
- optimization problems
- function approximation
- learning algorithm
- sparse representation
- global optimization
- sparse pca
- genetic algorithm
- multi agent reinforcement learning
- compressive sensing
- sparse data
- optimization model
- constrained optimization
- evaluation function
- markov decision processes
- dynamic programming
- high dimensional
- feature space
- objective function