27 citations · 48 across the 5 of their papers we have counts for
5 papers · 1 filter
Scalable FastMDP for Pre-departure Airspace Reservation and Strategic De-conflict
Joshua R Bertram, Peng Wei, Joseph Zambreno
Pre-departure flight plan scheduling for Urban Air Mobility (UAM) and cargo delivery drones will require on-demand scheduling of large numbers of aircraft. We examine the scalabili…
Continuous Control for Searching and Planning with a Learned Model
Xuxi Yang, Werner Duvaud, Peng Wei
Decision-making agents with planning capabilities have achieved huge success in the challenging domain like Chess, Shogi, and Go. In an effort to generalize the planning ability to…
An Efficient Algorithm for Multiple-Pursuer-Multiple-Evader Pursuit/Evasion Game
Joshua R. Bertram, Peng Wei
We present a method for pursuit/evasion that is highly efficient and and scales to large teams of aircraft. The underlying algorithm is an efficient algorithm for solving Markov De…
Autonomous Airline Revenue Management: A Deep Reinforcement Learning Approach to Seat Inventory Control and Overbooking
Syed Arbab Mohd Shihab, Caleb Logemann, Deepak-George Thomas +1
Revenue management can enable airline corporations to maximize the revenue generated from each scheduled flight departing in their transportation network by means of finding the op…
Hierarchical Reinforcement Learning with Deep Nested Agents
Marc Brittain, Peng Wei
Deep hierarchical reinforcement learning has gained a lot of attention in recent years due to its ability to produce state-of-the-art results in challenging environments where non-…