2 papers
cs.RO2021
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…
cs.RO2018
Planning Safe Paths through Hazardous Environments
Chris Denniston, Thomas R. Krogstad, Stephanie Kemna +1
Autonomous underwater vehicles (AUVs) are robotic platforms that are commonly used to map the sea floor, for example for benthic surveys or for naval mine countermeasures (MCM) ope…