Zachary Waters

Online Planning for Autonomous Underwater Vehicles Performing Information Gathering Tasks in Large Subsea Environments

We present an anytime Monte Carlo tree search (MCTS) algorithm to generate real-time, near-optimal search paths in large subsea environments. The MCTS planner continuously builds a tree of the search space until either the allowed time per move is reached or the budget constraint for the search miss…