Automatic Test Data Generation for a Given Set of Applications Using Recurrent Neural Networks. - Ciprian Paduraru; Marius-Constantin Melemciuc; Miruna Paduraru (ICSOFT (Selected Papers), 2018)

Automatic Difficulty Management and Testing in Games using a Framework Based on Behavior Trees and Genetic Algorithms. - Ciprian Paduraru; Miruna Paduraru (ICECCS, 2019)

Implementation of Publisher-Subscriber Paradigm Using Virtual Organisms. - Ciprian Paduraru; Bogdan Ghimis; Miruna Paduraru (SYNASC, 2019)

Optimizing decision making in concolic execution using reinforcement learning. - Ciprian Paduraru; Miruna Paduraru; Alin Stefanescu (ICST Workshops, 2020)

RiverFuzzRL - an open-source tool to experiment with reinforcement learning for fuzzing. - Ciprian Paduraru; Miruna Paduraru; Alin Stefanescu (ICST, 2021)

Task Distribution and Human Resource Management Using Reinforcement Learning. - Ciprian Paduraru; Miruna Paduraru; Catalina Camelia Patilea (ASE Workshops, 2021)

Automated game testing using computer vision methods. - Ciprian Paduraru; Miruna Paduraru; Alin Stefanescu (ASE Workshops, 2021)

Pedestrian motion in simulation applications using deep learning. - Ciprian Paduraru; Miruna Paduraru (GAS@ICSE, 2022)

Using Deep Reinforcement Learning to Build Intelligent Tutoring Systems. - Ciprian Paduraru; Miruna Paduraru; Stefan Iordache (ICSOFT, 2022)

Continuous Procedural Network of Roads Generation using L-Systems and Reinforcement Learning. - Ciprian Paduraru; Miruna Paduraru; Stefan Iordache (ICSOFT, 2022)

RiverGame - a game testing tool using artificial intelligence. - Ciprian Paduraru; Miruna Paduraru; Alin Stefanescu (ICST, 2022)

Traffic Light Control using Reinforcement Learning: A Survey and an Open Source Implementation. - Ciprian Paduraru; Miruna Paduraru; Alin Stefanescu (VEHITS, 2022)

Techniques for Skeletal-Based Animation in Massive Crowd Simulations. - Ciprian Paduraru; Miruna Paduraru (Comput., 2022)

Enhancing Game AI Behaviors with Large Language Models and Agentic AI. - Ciprian Paduraru; Miruna Paduraru; Alin Stefanescu (SIGSOFT FSE Companion, 2025)