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Florian Shkurti — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Florian Shkurti
21
papers ·
94
citations ·
20
h-index
Vector Institute
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Conservative Safety Critics for Exploration
2020 · 32 citations
Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization
2020 · 12 citations
Continual Model-Based Reinforcement Learning with Hypernetworks
2020 · 6 citations
Shaping Rewards for Reinforcement Learning with Imperfect Demonstrations using Generative Models
2020 · 6 citations
NeurIPS 2022 Competition: Driving SMARTS
2022 · 2 citations
Latent Skill Planning for Exploration and Transfer
2020 · 1 citations
SMAC: Score-Matched Actor-Critics for Robust Offline-to-Online Transfer
2026
Top co-authors
Homanga Bharadhwaj
· 4
Animesh Garg
· 3
Kevin Xie
· 3
Adam Scibior
· 1
Amir Rasouli
· 1
and Xi Chen
· 1
Aviral Kumar
· 1
Danijar Hafner
· 1
David Meger
· 1
Iuliia Kotseruba
· 1
Jun Luo
· 1
Kasra Rezaee
· 1
Topics
Model-Based RL
Exploration
Safe RL
Offline RL
Policy Gradient
Value-Based
Meta-RL
Multi-Agent