Provable Benefit of Multitask Representation Learning in Reinforcement Learning.
Yuan ChengSongtao FengJing YangHong ZhangYingbin LiangPublished in: NeurIPS (2022)
Keyphrases
- reinforcement learning
- multi task
- learning tasks
- learning algorithm
- learning process
- multi task learning
- supervised learning
- multitask learning
- learning problems
- learning experience
- unsupervised learning
- multiple tasks
- prior knowledge
- expectation maximization
- semi supervised learning
- transfer learning
- multi class
- state space
- function approximation
- active learning
- data sets