False Correlation Reduction for Offline Reinforcement Learning.
Zhihong DengZuyue FuLingxiao WangZhuoran YangChenjia BaiTianyi ZhouZhaoran WangJing JiangPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2024)
Keyphrases
- reinforcement learning
- function approximation
- real time
- learning algorithm
- robotic control
- reduction method
- database
- multi agent
- transfer learning
- control problems
- correlation analysis
- reinforcement learning algorithms
- correlation coefficient
- robot control
- state space
- policy gradient
- multi agent reinforcement learning
- direct policy search
- markov decision processes
- least squares
- artificial neural networks
- objective function
- information systems
- databases