Sample Efficient Myopic Exploration Through Multitask Reinforcement Learning with Diverse Tasks.
Ziping XuZifan XuRunxuan JiangPeter StoneAmbuj TewariPublished in: CoRR (2024)
Keyphrases
- multi task
- reinforcement learning
- multi task learning
- multiple tasks
- multitask learning
- transfer learning
- learning tasks
- active exploration
- feature selection
- multi class
- gaussian processes
- learning problems
- information gain
- sample size
- optimal policy
- supervised learning
- data sets
- maximum margin
- action selection
- binary classification problems
- feature extraction
- information retrieval