Adaptive Sampling using POMDPs with Domain-Specific Considerations

Gautam Salhotra, Christopher E. Denniston, David A. Caron +1

We investigate improving Monte Carlo Tree Search based solvers for Partially Observable Markov Decision Processes (POMDPs), when applied to adaptive sampling problems. We propose i…