Eugene Bykovets

According to our database, Eugene Bykovets authored at least 6 papers between 2020 and 2025.

Collaborative distances:

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

2025

Uncertainty Estimation in On-Policy Reinforcement Learning: Estimation, Explanation, Application.

Eugene Bykovets

PhD thesis, 2025

2024

Learning Causally Invariant Reward Functions from Diverse Demonstrations.

Ivan Ovinnikov, Eugene Bykovets, Joachim M. Buhmann

CoRR, 2024

2023

VISITOR: Visual Interactive State Sequence Exploration for Reinforcement Learning.

Yannick Metz, Eugene Bykovets, Lucas Joos, Daniel A. Keim, Mennatallah El-Assady

Comput. Graph. Forum, June, 2023

2022

How to Enable Uncertainty Estimation in Proximal Policy Optimization.

Eugene Bykovets, Yannick Metz, Mennatallah El-Assady, Daniel A. Keim, Joachim M. Buhmann

CoRR, 2022

BARReL: Bottleneck Attention for Adversarial Robustness in Vision-Based Reinforcement Learning.

Eugene Bykovets, Yannick Metz, Mennatallah El-Assady, Daniel A. Keim, Joachim M. Buhmann

CoRR, 2022

2020

Inverse Reinforcement Learning via Matching of Optimality Profiles.

Luis Haug, Ivan Ovinnikov, Eugene Bykovets

CoRR, 2020