11 citations · 23 across the 13 of their papers we have counts for
3 papers · 2 filters
Reinforcement Learning for Agile Active Target Sensing with a UAV
Harsh Goel, Laura Jarin Lipschitz, Saurav Agarwal +2
Active target sensing is the task of discovering and classifying an unknown number of targets in an environment and is critical in search-and-rescue missions. This paper develops a…
Adaptive Sampling of Latent Phenomena using Heterogeneous Robot Teams (ASLaP-HR)
Matthew Malencia, Sandeep Manjanna, M. Ani Hsieh +2
In this paper, we present an online adaptive planning strategy for a team of robots with heterogeneous sensors to sample from a latent spatial field using a learned model for decis…
MARLAS: Multi Agent Reinforcement Learning for cooperated Adaptive Sampling
Lishuo Pan, Sandeep Manjanna, M. Ani Hsieh
The multi-robot adaptive sampling problem aims at finding trajectories for a team of robots to efficiently sample the phenomenon of interest within a given endurance budget of the…