Constrained Decision Transformer for Offline Safe Reinforcement Learning.
Zuxin LiuZijian GuoYihang YaoZhepeng CenWenhao YuTingnan ZhangDing ZhaoPublished in: ICML (2023)
Keyphrases
- reinforcement learning
- decision making
- function approximation
- fuzzy logic
- decision rules
- learning algorithm
- reinforcement learning algorithms
- decision makers
- decision processes
- fault diagnosis
- real time
- robotic control
- temporal difference learning
- decision theory
- decision problems
- markov decision processes
- state space
- power system
- optimal policy
- multi agent
- model free
- machine learning
- data sets
- least squares
- radial basis function
- artificial intelligence
- action selection
- learning capabilities
- data mining
- constrained problems
- database