Mamba as Decision Maker: Exploring Multi-scale Sequence Modeling in Offline Reinforcement Learning.
Jiahang CaoQiang ZhangZiqing WangJiaxu WangHao ChengYecheng ShaoWen ZhaoGang HanYijie GuoRenjing XuPublished in: CoRR (2024)
Keyphrases
- decision makers
- multiscale
- reinforcement learning
- decision making
- utility function
- decision support system
- multi criteria
- decision process
- decision analysis
- multiple criteria
- decision making under uncertainty
- machine learning
- expected utility
- trade off
- decision model
- decision aid
- real world
- efficient frontier
- current situation
- incomplete information
- markov decision processes
- dynamic programming
- learning algorithm