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Ramtin Keramati — most-cited papers & profile · Reinforcement Learning
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Ramtin Keramati
6
papers ·
116
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Being Optimistic to Be Conservative: Quickly Learning a CVaR Policy
2019 · 87 citations
Off-policy Policy Evaluation For Sequential Decisions Under Unobserved Confounding
2020 · 18 citations
Value Driven Representation for Human-in-the-Loop Reinforcement Learning
2020 · 4 citations
Fast Exploration with Simplified Models and Approximately Optimistic Planning in Model Based Reinforcement Learning
2018 · 3 citations
Learning Abstract Models for Strategic Exploration and Fast Reward Transfer
2020 · 3 citations
Identification of Subgroups With Similar Benefits in Off-Policy Policy Evaluation
2021 · 1 citations
Top co-authors
Emma Brunskill
· 6
Alex Tamkin
· 1
Christoph Dann
· 1
Evan Zheran Liu
· 1
Finale Doshi-Velez
· 1
Hongseok Namkoong
· 1
Jay Whang
· 1
Kelvin Guu
· 1
Leo Anthony Celi
· 1
Omer Gottesman
· 1
Panupong Pasupat
· 1
Patrick Cho
· 1
Topics
Exploration
Safe RL
Offline RL
Model-Based RL
Game AI
Value-Based
RLHF & Alignment