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Horia Mania — most-cited papers & profile · Reinforcement Learning
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overview
Horia Mania
3
papers ·
202
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Simple random search provides a competitive approach to reinforcement learning
2018 · 169 citations
Active Learning for Nonlinear System Identification with Guarantees
2020 · 29 citations
Model Predictive Control via On-Policy Imitation Learning
2022 · 4 citations
Top co-authors
Benjamin Recht
· 2
Ali Jadbabaie
· 1
Aurelia Guy
· 1
Kwangjun Ahn
· 1
Michael I. Jordan
· 1
Zakaria Mhammedi
· 1
Zhang-Wei Hong
· 1
Topics
Model-Based RL
Exploration
Policy Gradient
Safe RL