Improving Zero-Shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions.
Bogdan MazoureIlya KostrikovOfir NachumJonathan TompsonPublished in: NeurIPS (2022)
Keyphrases
- similarity function
- reinforcement learning
- distance function
- similarity measure
- pairwise
- similarity values
- kernel methods
- dot product
- mixed data
- state space
- function approximation
- learning algorithm
- machine learning
- markov decision processes
- optimal policy
- supervised learning
- positive semidefinite
- distance measure
- classification accuracy
- label ranking
- feature selection