3 citations · 7 across the 8 of their papers we have counts for
3 papers · 1 filter
Online Planning in POMDPs with Self-Improving Simulators
Jinke He, Miguel Suau, Hendrik Baier +2
How can we plan efficiently in a large and complex environment when the time budget is limited? Given the original simulator of the environment, which may be computationally very d…
Offline Contextual Bandits for Wireless Network Optimization
Miguel Suau, Alexandros Agapitos, David Lynch +3
The explosion in mobile data traffic together with the ever-increasing expectations for higher quality of service call for the development of AI algorithms for wireless network opt…
Influence-Augmented Online Planning for Complex Environments
Jinke He, Miguel Suau, Frans A. Oliehoek
How can we plan efficiently in real time to control an agent in a complex environment that may involve many other agents? While existing sample-based planners have enjoyed empirica…