12 citations · 32 across the 21 of their papers we have counts for
3 papers · 1 filter
When to stop value iteration: stability and near-optimality versus computation
Mathieu Granzotto, Romain Postoyan, Dragan Nešić +2
Value iteration (VI) is a ubiquitous algorithm for optimal control, planning, and reinforcement learning schemes. Under the right assumptions, VI is a vital tool to generate inputs…
Learning control for transmission and navigation with a mobile robot under unknown communication rates
L. Busoniu, V. S. Varma, J. Loheac +4
In tasks such as surveying or monitoring remote regions, an autonomous robot must move while transmitting data over a wireless network with unknown, position-dependent transmission…
Space-time budget allocation policy design for viral marketing
I. C. Morarescu, V. S. Varma, L. Busoniu +1
We address formally the problem of opinion dynamics when the agents of a social network (e.g., consumers) are not only influenced by their neighbors but also by an external influen…