Lower Bounds for Learning in Revealing POMDPs.
Fan ChenHuan WangCaiming XiongSong MeiYu BaiPublished in: ICML (2023)
Keyphrases
- lower bound
- learning algorithm
- learning tasks
- learning systems
- reinforcement learning
- learning process
- upper bound
- learning problems
- supervised learning
- neural network
- online learning
- domain independent
- partially observable
- active learning
- prior knowledge
- objective function
- decision trees
- lower and upper bounds
- predictive state representations