Scholar
Talha Zaidi
Google Scholar ID: zshykwYAAAAJ
kansas state university
Citations & Impact
Citations
71
H-index
5
i10-index
3
Publications
12
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- Publications: 'Single-Agent Attention Actor-Critic (SA3C): A Novel RL based Solution for Low-Thrust Spacecraft Trajectory Optimization' in IEEE Transaction on Aerospace and Electronic Systems, 'Automated Trajectory Planning: A Cascaded Deep Reinforcement Learning Approach for Low-Thrust Spacecraft Orbit-Raising' in IEEE Magazine on Aerospace and Electronic Systems, and 'Cascaded Deep Reinforcement Learning-Based Multi-Revolution Low-Thrust Spacecraft Orbit-Transfer' in IEEE Access 11, etc.
Research Experience
- Research Projects: Conservative Q-Learning through Diffusion Generative Models, Optimized PKC and DRL-Based Security Protocols for Smart Grids, Single-Agent Attention Actor-Critic (SA3C) for low-thrust spacecraft trajectory optimization, etc.
Education
- Ph.D.: Kansas State University, Advisor: Arslan Munir; M.S.: Istanbul Medipol University; B.S.: UET Lahore, Major: Mechatronics and Controls Engineering.
Background
- Research Interests: Generative AI and reinforcement learning; Field: Computer Science; Brief Introduction: Ph.D. Candidate in Computer Science at Kansas State University, member of ISCAAS Lab.
Miscellany
- Skills: Reinforcement Learning, Machine Learning, Generative AI, Diffusion Models. Enthusiastic about collaborations and open-source projects. Mentors students seeking graduate school in the US or excited about research.
Co-authors