When is Off-Policy Evaluation Useful? A Data-Centric Perspective.
Hao SunAlex J. ChanNabeel SeedatAlihan HüyükMihaela van der SchaarPublished in: CoRR (2023)
Keyphrases
- data centric
- policy evaluation
- least squares
- monte carlo
- business processes
- data driven
- data management
- reinforcement learning
- temporal difference
- application development
- information management
- model free
- policy iteration
- function approximation
- markov decision processes
- wireless sensor networks
- variance reduction
- routing protocol
- distributed systems
- data representation
- semi parametric
- data mining
- data storage
- knowledge base
- xml schema
- web applications
- supervised learning
- high dimensional
- state space
- query processing
- feature selection