Publications

Fabian Hart, and Ostap Okhrin. Enhanced method for reinforcement learning based dynamic obstacle avoidance by assessment of collision risk. Neurocomputing, (568):127097, 2024. [PUMA: Collision Dynamic Reinforcement Training avoidance environment learning metric obstacle risk] URL

Nikolaus Hautsch, Ostap Okhrin, and Alexander Ristig. Maximum-Likelihood Estimation Using the Zig-Zag Algorithm. Journal of Financial Econometrics, (21)4:1346-1375, 2023. [PUMA: Bitcoin Gauß–Seidel conditional correlation dynamic efficient estimation iterative] URL

Michele Caprio, and Sayan Mukherjee. Ergodic theorems for dynamic imprecise probability kinematics. International Journal of Approximate Reasoning, (152):325-343, 2023. [PUMA: Dynamic Ergodic Imprecise Lower Strong Subjective imprecise kinematics large law numbers probabilities probability] URL