Ostap Okhrin

According to our database, Ostap Okhrin authored at least 21 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Enhanced method for reinforcement learning based dynamic obstacle avoidance by assessment of collision risk.

Fabian Hart, Ostap Okhrin

Neurocomputing, February, 2024

2023

Spatial-temporal recurrent reinforcement learning for autonomous ships.

Martin Waltz, Ostap Okhrin

Neural Networks, August, 2023

Semiparametric estimation of the high-dimensional elliptical distribution.

Eckhard Liebscher, Ostap Okhrin

J. Multivar. Anal., May, 2023

Two-step dynamic obstacle avoidance.

Fabian Hart, Martin Waltz, Ostap Okhrin

CoRR, 2023

2-Level Reinforcement Learning for Ships on Inland Waterways.

Martin Waltz, Niklas Paulig, Ostap Okhrin

CoRR, 2023

A Platform-Agnostic Deep Reinforcement Learning Framework for Effective Sim2Real Transfer in Autonomous Driving.

Dianzhao Li, Ostap Okhrin

CoRR, 2023

Robust Path Following on Rivers Using Bootstrapped Reinforcement Learning.

Niklas Paulig, Ostap Okhrin

CoRR, 2023

Vision-Based DRL Autonomous Driving Agent with Sim2Real Transfer.

Dianzhao Li, Ostap Okhrin

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

2022

Vessel-following model for inland waterways based on deep reinforcement learning.

Fabian Hart, Ostap Okhrin, Martin Treiber

CoRR, 2022

Two-Sample Testing in Reinforcement Learning.

Martin Waltz, Ostap Okhrin

CoRR, 2022

2021

gofCopula: Goodness-of-Fit Tests for Copulae.

Ostap Okhrin, Simon Trimborn, Martin Waltz

R J., 2021

Outer power transformations of hierarchical Archimedean copulas: Construction, sampling and estimation.

Jan Górecki, Marius Hofert, Ostap Okhrin

Comput. Stat. Data Anal., 2021

DDPG car-following model with real-world human driving experience in CARLA.

Dianzhao Li, Ostap Okhrin

CoRR, 2021

Missing Velocity in Dynamic Obstacle Avoidance based on Deep Reinforcement Learning.

Fabian Hart, Martin Waltz, Ostap Okhrin

CoRR, 2021

Formulation and validation of a car-following model based on deep reinforcement learning.

Fabian Hart, Ostap Okhrin, Martin Treiber

CoRR, 2021

2019

Optimal shrinkage estimator for high-dimensional mean vector.

Taras Bodnar, Ostap Okhrin, Nestor Parolya

J. Multivar. Anal., 2019

2016

A semiparametric factor model for CDO surfaces dynamics.

Barbara Choros-Tomczyk, Wolfgang Karl Härdle, Ostap Okhrin

J. Multivar. Anal., 2016

Managing risk with a realized copula parameter.

Matthias R. Fengler, Ostap Okhrin

Comput. Stat. Data Anal., 2016

2015

Editorial to the special issue on Applicable semiparametrics of computational statistics.

Ostap Okhrin, Stefan Trück

Comput. Stat., 2015

Modelling spatio-temporal variability of temperature.

Xiaofeng Cao, Ostap Okhrin, Martin Odening, Matthias Ritter

Comput. Stat., 2015

2012

HMM and HAC.

Weining Wang, Ostap Okhrin, Wolfgang K. Härdle

Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012