Adaptive Sampling using POMDPs with Domain-Specific Considerations.
Gautam SalhotraChristopher E. DennistonDavid A. CaronGaurav S. SukhatmePublished in: CoRR (2021)
Keyphrases
- adaptive sampling
- domain specific
- monte carlo
- random sampling
- domain independent
- reinforcement learning
- general purpose
- belief state
- partially observable markov decision processes
- markov decision processes
- finite state
- optimal policy
- control charts
- sampling methods
- test set
- real time
- particle filter
- semi supervised
- state space
- mobile robot
- dynamic programming
- sampling algorithm
- training set
- decision trees
- feature selection
- data sets