Reward Learning with Trees: Methods and Evaluation.
Tom BewleyJonathan LawryArthur RichardsRachel CraddockIan HendersonPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- empirical studies
- human experts
- learning process
- gold standard
- learning algorithm
- prior knowledge
- computational cost
- supervised learning
- learning tasks
- online learning
- preprocessing
- unsupervised learning
- learned models
- evaluation methods
- reinforcement learning methods
- learning models
- inverse reinforcement learning
- neural nets
- machine learning methods
- background knowledge
- benchmark datasets
- state space
- active learning
- decision trees