| 2025 | SoCS | Efficient Primal Heuristics for Mixed Binary Quadratic Programs Using Suboptimal Rounding Guidance. | Weimin Huang, Natalie M. Isenberg, Jn Drgona, Draguna L. Vrabie, Bistra Dilkina |
| 2024 | ICMLA | Deep Multi-Agent Reinforcement Learning for Real-World Signalized Traffic Corridor Control. | Salman Shuvo, Sayak Mukherjee, Samrat Chatterjee, Sonja Glavaski, Draguna L. Vrabie, Geline Canayon, Matthew Juckes, Raimundo Rodulfo |
| 2018 | SAFEProcess | Generative Adversarial Network based Autoencoder: Application to Fault Detection Problem for Closed Loop Dynamical Systems. | Indrasis Chakraborty, Rudrasis Chakraborty, Draguna L. Vrabie |
| 2017 | ICMLA | A Learning Framework for Control-Oriented Modeling of Buildings. | Javier Rubio-Herrero, Vikas Chandan, Charles Siegel, Abhinav Vishnu, Draguna L. Vrabie |
| 2010 | IJCNN | Adaptive Dynamic Programming algorithm for finding online the equilibrium solution of the two-player zero-sum differential game. | Draguna L. Vrabie, Frank L. Lewis |
| 2009 | IJCNN | Generalized Policy Iteration for continuous-time systems. | Draguna L. Vrabie, Frank L. Lewis |
| 2007 | IJCNN | Model-free Approximate Dynamic Programming Schemes for Linear Systems. | Asma Al-Tamimi, Draguna L. Vrabie, Murad Abu-Khalaf, Frank L. Lewis |
| 2004 | ESANN | Neuro-predictive control based self-tuning of PID controllers. | Corneliu Lazar, Sorin Carari, Draguna L. Vrabie, Marius Kloetzer |