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Kevin Huang — most-cited papers & profile · Reinforcement Learning
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Kevin Huang
7
papers ·
16
citations ·
0
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Most-cited papers
Overcoming the Sim-to-Real Gap: Leveraging Simulation to Learn to Explore for Real-World RL
2024 · 4 citations
CEM-GD: Cross-Entropy Method with Gradient Descent Planner for Model-Based Reinforcement Learning
2021 · 2 citations
Using Non-Expert Data to Robustify Imitation Learning via Offline Reinforcement Learning
2025
Deep Model Predictive Optimization
2023
Top co-authors
Byron Boots
· 3
Abhishek Gupta
· 1
Abhishek Gupta
· 1
Alex Spitzer
· 1
Andrew Wagenmaker
· 1
Anima Anandkumar
· 1
Ayush Agrawal
· 1
Benjamin Burchfiel
· 1
Cleah Winston
· 1
Guanya Shi
· 1
Jacob Sacks
· 1
Kevin Jamieson
· 1
Topics
Model-Based RL
Exploration
Offline RL
Policy Gradient