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Boris Belousov — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Boris Belousov
11
papers ·
42
citations ·
9
h-index
German Research Centre for Artificial Intelligence
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
F-divergence Constrained Policy Improvement
2017 · 9 citations
Self-Paced Contextual Reinforcement Learning
2019 · 9 citations
A Probabilistic Interpretation of Self-Paced Learning with Applications to Reinforcement Learning
2021 · 9 citations
CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity
2019 · 7 citations
HJB Optimal Feedback Control with Deep Differential Value Functions and Action Constraints
2019 · 4 citations
How Crucial is Transformer in Decision Transformer?
2022 · 3 citations
Parameterized Projected Bellman Operator
2023 · 1 citations
Adaptive $Q$-Network: On-the-fly Target Selection for Deep Reinforcement Learning
2024
Iterated $Q$-Network: Beyond One-Step Bellman Updates in Deep Reinforcement Learning
2024
Continuous-Time Fitted Value Iteration for Robust Policies
2021
Top co-authors
Jan Peters
· 8
Carlo D'Eramo
· 3
Daniel Palenicek
· 2
Hany Abdulsamad
· 2
Jan Peters
· 2
Pascal Klink
· 2
Th\'eo Vincent
· 2
Aditya Bhatt
· 1
Alberto Maria Metelli
· 1
Animesh Garg
· 1
Artemij Amiranashvili
· 1
Carlo D’Eramo
· 1
Topics
Value-Based
Model-Based RL
Meta-RL
Game AI
Offline RL
Safe RL
Exploration
math.OC
Policy Gradient
cs.NE