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Patrick Shafto — most-cited papers & profile · Reinforcement Learning
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Patrick Shafto
6
papers ·
6
citations ·
27
h-index
Rutgers, The State University of New Jersey · Rutgers Sexual and Reproductive Health and Rights · Rütgers (Germany)
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Most-cited papers
Interactive Learning from Activity Description
2021 · 3 citations
Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learning
2024 · 1 citations
Convergence Theorems for Entropy-Regularized and Distributional Reinforcement Learning
2025
Distributionally-Constrained Policy Optimization via Unbalanced Optimal Transport
2021
Top co-authors
David Meger
· 2
Harley Wiltzer
· 2
Marc G. Bellemare
· 2
Yash Jhaveri
· 2
Arash Givchi
· 1
Dipendra Misra
· 1
Junqi Wang
· 1
Khanh Nguyen
· 1
Miro Dud\'ik
· 1
Pei Wang
· 1
Robert Schapire
· 1
Topics
cs.LG
RLHF & Alignment
Meta-RL
Exploration
Safe RL
Policy Gradient
Offline RL
Value-Based
Model-Based RL