2 papers
cs.LG2020
Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs
Aria HasanzadeZonuzy, Archana Bura, Dileep Kalathil +1
Many physical systems have underlying safety considerations that require that the policy employed ensures the satisfaction of a set of constraints. The analytical formulation usual…
cs.NI2019
Broadcasting Real-Time Flows in Integrated Backhaul and Access 5G Networks
Aria HasanzadeZonuzy, I-Hong Hou, Srinivas Shakkottai
This paper studies the problem of broadcasting real-time flows in multi-hop wireless networks. We consider that each packet has a stringent deadline, and each node in the network o…