Delay-Aware Reinforcement Learning for Highway On-Ramp Merging under Stochastic Communication Latency
Journal IEEE Internet of Things Journal · Accepted for publication
Curriculum Vitae
PhD Student, Computer Science · Washington, DC
Publications
2026
End-to-End LLM Flight Planning with RAG-based Memory and Multi-modal Coach Agent
Conference Workshop on Planning in the Era of LLMs (LM4Plan), International Conference on Machine Learning (ICML) · Seoul, South Korea
Workshop on Multimodal Large Language Models for Unified Comprehension and Generation (MUCG)
Conference Proceedings of the European Conference on Computer Vision (ECCV) Workshops · Malmö, Sweden
2025
Transformer-based Multi-agent Reinforcement Learning for Separation Assurance in Structured and Unstructured Airspaces
Conference SESAR Innovation Days 2025 · Bled, Slovenia · Paper
Experience
Graduate Research Assistant
August 2024 – Present
Intelligent Aerospace Systems Lab, George Washington University
Develop autonomous decision-making models to solve complex air traffic optimization challenges while ensuring safety, capacity, and operational efficiency.
Visiting Researcher
May 2026 – August 2026
Operations and Environment, Aerospace Engineering, TU Delft
Develop a generalizable safe reinforcement learning framework for scalable, multi-agent air traffic control.
Education
PhD in Computer Science
2024 – Present
Engineering and Applied Sciences, George Washington University · Washington, DC, USA
Concentration: Machine Intelligence and Cognition
GPA: 4.0/4.0
Cross-Registration (Graduate Coursework)
Fall 2025, Fall 2026
Department of Computer Science, University of Maryland · College Park, MD, USA
Coursework: Algorithmic Game Theory; Introduction to Quantum Information Processing
Visiting Student (Undergraduate Coursework)
Fall 2024
Pennsylvania State University · University Park, PA, USA
Bachelor of Computer Science
2019 – 2023
Department of Mathematics, Hasanuddin University · Makassar, Indonesia
GPA: 3.98/4.0
Academic Service
Honors
Best Graduate, Faculty of Mathematics and Natural Sciences
Hasanuddin University
Skills
- Research Interests
- Air Traffic Management; Multi-Agent Systems
- Core Methods
- Machine Learning; Reinforcement Learning; Mathematical Optimization
- Tools & Frameworks
- Python; PyTorch; AMPL