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Mykola Pechenizkiy — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Mykola Pechenizkiy
37
papers ·
155
citations ·
41
h-index
Eindhoven University of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Automatic Noise Filtering with Dynamic Sparse Training in Deep Reinforcement Learning
2023 · 2 citations
Interpretable Reward Redistribution in Reinforcement Learning: A Causal Approach
2023 · 2 citations
Learning Efficient and Fair Policies for Uncertainty-Aware Collaborative Human-Robot Order Picking
2024 · 2 citations
Dynamic Sparse Training for Deep Reinforcement Learning
2021 · 1 citations
Task Adaptation from Skills: Information Geometry, Disentanglement, and New Objectives for Unsupervised Reinforcement Learning
2025
MEAL: A Benchmark for Continual Multi-Agent Reinforcement Learning
2025
HASARD: A Benchmark for Vision-Based Safe Reinforcement Learning in Embodied Agents
2025
An Empirical Evaluation of Posterior Sampling for Constrained Reinforcement Learning
2022
Provably Efficient Exploration in Constrained Reinforcement Learning:Posterior Sampling Is All You Need
2023
MaDi: Learning to Mask Distractions for Generalization in Visual Deep Reinforcement Learning
2023
Investigating Gender Fairness in Machine Learning-driven Personalized Care for Chronic Pain
2024
Efficient Exploration in Average-Reward Constrained Reinforcement Learning: Achieving Near-Optimal Regret With Posterior Sampling
2024
Boosting Robustness in Preference-Based Reinforcement Learning with Dynamic Sparsity
2024
Top co-authors
Meng Fang
· 5
Bram Grooten
· 4
Decebal Constantin Mocanu
· 4
Danil Provodin
· 3
Matthew E. Taylor
· 3
Maurits Kaptein
· 3
Pratik Gajane
· 3
Tristan Tomilin
· 3
Elena Mocanu
· 2
Ghada Sokar
· 2
A. Rupam Mahmood
· 1
Biwei Huang
· 1
Topics
Model-Based RL
Exploration
Value-Based
Safe RL
Meta-RL
Policy Gradient
RLHF & Alignment
Multi-Agent