A new Potential-Based Reward Shaping for Reinforcement Learning Agent. - Babak Badnava; Nasser Mozayani (CoRR, 2019)

Spectrum-Aware Mobile Edge Computing for UAVs Using Reinforcement Learning. - Babak Badnava; Taejoon Kim; Kenny Cheung; Zaheer Ali; Morteza Hashemi (SEC, 2021)

Sampling-Based Nonlinear MPC of Neural Network Dynamics with Application to Autonomous Vehicle Motion Planning. - Iman Askari; Babak Badnava; Thomas Woodruff; Shen Zeng; Huazhen Fang (ACC, 2022)

Deep Reinforcement Learning for Online Latency Aware Workload Offloading in Mobile Edge Computing. - Zeinab Akhavan; Mona Esmaeili; Babak Badnava; Mohammad Yousefi; Xiang Sun 001; Michael Devetsikiotis; Payman Zarkesh-Ha (GLOBECOM, 2022)

QoE-Centric Multi-User mmWave Scheduling: A Beam Alignment and Buffer Predictive Approach. - Babak Badnava; Sravan Reddy Chintareddy; Morteza Hashemi (ISIT, 2022)

A new Potential-Based Reward Shaping for Reinforcement Learning Agent. - Babak Badnava; Mona Esmaeili; Nasser Mozayani; Payman Zarkesh-Ha (CCWC, 2023)

Energy-Efficient Deadline-Aware Edge Computing: Bandit Learning with Partial Observations in Multi-Channel Systems. - Babak Badnava; Keenan Roach; Kenny Cheung; Morteza Hashemi; Ness B. Shroff (GLOBECOM, 2023)

Joint Communication and Computation Resource Allocation for Emerging mmWave Multi-User 3D Video Streaming Systems. - Babak Badnava; Jacob Chakareski; Morteza Hashemi (GLOBECOM, 2024)

Multi-Task Decision-Making for Multi-User $360^{ circ}$ Video Processing over Wireless Networks. - Babak Badnava; Jacob Chakareski; Morteza Hashemi (MIPR, 2024)

Multi-Task Decision-Making for Multi-User 360 Video Processing over Wireless Networks. - Babak Badnava; Jacob Chakareski; Morteza Hashemi (CoRR, 2024)

Learning Driven Elastic Task Multi-Connectivity Immersive Computing Systems. - Babak Badnava; Jacob Chakareski; Morteza Hashemi (CoRR, 2025)

Neural-Enhanced Rate Adaptation and Computation Distribution for Emerging mmWave Multi-User 3D Video Streaming Systems. - Babak Badnava; Jacob Chakareski; Morteza Hashemi (CoRR, 2025)