“SafeSwarm: Decentralized Safe RL for the Swarm of Drones Landing in Dense Crowds,” HRI 2025 (Core2023 A, Scopus/WoS)
“UAV-VLA: Vision-Language-Action System for Large Scale Aerial Mission Generation,” HRI 2025 (Core2023 A)
“UAV-VLPA*: A Vision-Language-Path-Action System for Optimal Route Generation on a Large Scales,” IEEE IV 2025 (submitted, premier IEEE ITS Society conference)
“AttentionSwarm: Reinforcement Learning with Attention Control Barrier Function for Crazyflie Drones in Dynamic Environments,” IROS 2025 (submitted, #1 in Intelligent Robotics)
“CognitiveDrone: A VLA Model and Evaluation Benchmark for Real-Time Cognitive Task Solving and Reasoning in UAVs,” IROS 2025 (submitted)
Key contributor to drone racing RL projects, e.g., “Agile Opponent Overtaking in Drone Racing” (Grade: 98/100)
Research Experience
Safe RL Scientist, ISR Robotics Lab, 2023–Present
RL Lecturer, Russian Armenian University, July 2024
CV Engineer, Skolkovo Institute of Science and Technology (AI Pilot project), April–December 2024
Chess Teacher, Skolkovo Institute of Science and Technology (Independent Study Period), January 2024
Python Developer / Data Scientist, Tesa Systems, 2022–2023