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Melrose Roderick — most-cited papers & profile · Reinforcement Learning
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overview
Melrose Roderick
6
papers ·
84
citations ·
6
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Implementing the Deep Q-Network
2017 · 57 citations
Mean Actor Critic
2017 · 16 citations
Deep Abstract Q-Networks
2017 · 7 citations
Provably Safe PAC-MDP Exploration Using Analogies
2020 · 4 citations
Projected Off-Policy Q-Learning (POP-QL) for Stabilizing Offline Reinforcement Learning
2023
Top co-authors
J. Zico Kolter
· 2
Stefanie Tellex
· 2
Abdel-rahman Mohamed
· 1
Cameron Allen
· 1
Christopher Grimm
· 1
Felix Berkenkamp
· 1
Gaurav Manek
· 1
George Konidaris
· 1
James MacGlashan
· 1
Kavosh Asadi
· 1
Michael Littman
· 1
Vaishnavh Nagarajan
· 1
Topics
Value-Based
Policy Gradient
Model-Based RL
Game AI
Exploration
Safe RL
Offline RL