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J. Zico Kolter — most-cited papers & profile · Reinforcement Learning
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overview
J. Zico Kolter
15
papers ·
294
citations ·
53
h-index
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Differentiable MPC for End-to-end Planning and Control
2018 · 146 citations
Provably Safe PAC-MDP Exploration Using Analogies
2020 · 4 citations
On Proximal Policy Optimization's Heavy-tailed Gradients
2021 · 2 citations
Projected Off-Policy Q-Learning (POP-QL) for Stabilizing Offline Reinforcement Learning
2023
Top co-authors
Melrose Roderick
· 2
Adarsh Prasad
· 1
Brandon Amos
· 1
Byron Boots
· 1
Emilio Parisotto
· 1
Felix Berkenkamp
· 1
Gaurav Manek
· 1
Ivan Dario Jimenez Rodriguez
· 1
Jacob Sacks
· 1
Joshua Zhanson
· 1
Pradeep Ravikumar
· 1
Ruslan Salakhutdinov
· 1
Topics
Policy Gradient
Model-Based RL
Offline RL
Exploration
Safe RL
Value-Based