Babak Badnava

18 papers B 4C 1Misc 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
ElasticVR: Elastic Task Computing in Multi-User Multi-Connectivity Wireless Virtual Reality (VR) Systems.
CoRR
Babak Badnava, Jacob Chakareski, Morteza Hashemi
2025 J jnl
Learning Driven Elastic Task Multi-Connectivity Immersive Computing Systems.
CoRR
Babak Badnava, Jacob Chakareski, Morteza Hashemi
2025 J jnl
Neural-Enhanced Rate Adaptation and Computation Distribution for Emerging mmWave Multi-User 3D Video Streaming Systems.
CoRR
Babak Badnava, Jacob Chakareski, Morteza Hashemi
2025 J jnl
Neural-Enhanced Rate Adaptation and Computation Distribution for Emerging mmWave Multi-User 3D Video Streaming Systems.
IEEE Trans. Multim.
Babak Badnava, Jacob Chakareski, Morteza Hashemi
2024 B conf
Joint Communication and Computation Resource Allocation for Emerging mmWave Multi-User 3D Video Streaming Systems.
GLOBECOM
Babak Badnava, Jacob Chakareski, Morteza Hashemi
2024 — conf
Multi-Task Decision-Making for Multi-User $360^{\circ}$ Video Processing over Wireless Networks.
MIPR
Babak Badnava, Jacob Chakareski, Morteza Hashemi
2024 J jnl
Multi-Task Decision-Making for Multi-User 360 Video Processing over Wireless Networks.
CoRR
Babak Badnava, Jacob Chakareski, Morteza Hashemi
2023 — conf
A new Potential-Based Reward Shaping for Reinforcement Learning Agent.
CCWC
Babak Badnava, Mona Esmaeili, Nasser Mozayani, Payman Zarkesh-Ha
2023 B conf
Energy-Efficient Deadline-Aware Edge Computing: Bandit Learning with Partial Observations in Multi-Channel Systems.
GLOBECOM
Babak Badnava, Keenan Roach, Kenny Cheung, Morteza Hashemi, Ness B. Shroff
2023 J jnl
Energy-Efficient Deadline-Aware Edge Computing: Bandit Learning with Partial Observations in Multi-Channel Systems.
CoRR
Babak Badnava, Keenan Roach, Kenny Cheung, Morteza Hashemi, Ness B. Shroff
2022 B conf
Deep Reinforcement Learning for Online Latency Aware Workload Offloading in Mobile Edge Computing.
GLOBECOM
Zeinab Akhavan, Mona Esmaeili, Babak Badnava, Mohammad Yousefi, Xiang Sun, Michael Devetsikiotis, Payman Zarkesh-Ha
2022 J jnl
Deep Reinforcement Learning for Online Latency Aware Workload Offloading in Mobile Edge Computing.
CoRR
Zeinab Akhavan, Mona Esmaeili, Babak Badnava, Mohammad Yousefi, Xiang Sun, Michael Devetsikiotis, Payman Zarkesh-Ha
2022 B conf
QoE-Centric Multi-User mmWave Scheduling: A Beam Alignment and Buffer Predictive Approach.
ISIT
Babak Badnava, Sravan Reddy Chintareddy, Morteza Hashemi
2022 J jnl
QoE-Centric Multi-User mmWave Scheduling: A Beam Alignment and Buffer Predictive Approach.
CoRR
Babak Badnava, Sravan Reddy Chintareddy, Morteza Hashemi
2022 C conf
Sampling-Based Nonlinear MPC of Neural Network Dynamics with Application to Autonomous Vehicle Motion Planning.
ACC
Iman Askari, Babak Badnava, Thomas Woodruff, Shen Zeng, Huazhen Fang
2022 J jnl
Sampling-Based Nonlinear MPC of Neural Network Dynamics with Application to Autonomous Vehicle Motion Planning.
CoRR
Iman Askari, Babak Badnava, Thomas Woodruff, Shen Zeng, Huazhen Fang
2021 Misc conf
Spectrum-Aware Mobile Edge Computing for UAVs Using Reinforcement Learning.
SEC
Babak Badnava, Taejoon Kim, Kenny Cheung, Zaheer Ali, Morteza Hashemi
2019 J jnl
A new Potential-Based Reward Shaping for Reinforcement Learning Agent.
CoRR
Babak Badnava, Nasser Mozayani