Zobrazeno 1 - 6
of 6
pro vyhledávání: '"HasanzadeZonuzy, Aria"'
As the world enters the journey toward the 6th generation (6G) of wireless technology, the promises of ultra-high data rates, unprecedented low latency, and a massive surge in connected devices require crucial exploration of network energy saving (NE
Externí odkaz:
http://arxiv.org/abs/2409.19121
Autor:
Bura, Archana, HasanzadeZonuzy, Aria, Kalathil, Dileep, Shakkottai, Srinivas, Chamberland, Jean-Francois
Safe reinforcement learning is extremely challenging--not only must the agent explore an unknown environment, it must do so while ensuring no safety constraint violations. We formulate this safe reinforcement learning (RL) problem using the framework
Externí odkaz:
http://arxiv.org/abs/2112.00885
Many physical systems have underlying safety considerations that require that the policy employed ensures the satisfaction of a set of constraints. The analytical formulation usually takes the form of a Constrained Markov Decision Process (CMDP). We
Externí odkaz:
http://arxiv.org/abs/2008.00311
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 obtains some utility based on the number of packets delivered to it on
Externí odkaz:
http://arxiv.org/abs/1901.07728
The speed limit changes frequently throughout the transportation network, due to either safety (e.g., change in geometry) or congestion management (e.g., speed harmonization systems). Any abrupt reduction in the speed limit can create a shockwave tha
Externí odkaz:
http://arxiv.org/abs/1802.00122
Autor:
HasanzadeZonuzy, Aria, Arefizadeh, Sina, Talebpour, Alireza, Shakkottai, Srinivas, Darbha, Swaroop
Connected automated vehicles (CAVs) could potentially be coordinated to safely attain the maximum traffic flow on roadways under dynamic traffic patterns, such as those engendered by the merger of two strings of vehicles due a lane drop. Strings of v
Externí odkaz:
http://arxiv.org/abs/1710.02186