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Sam Lobel
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 6
Top Topics
Exploration Exploitation
Collaborative Filtering
Reinforcement Learning
Maximum Margin Matrix Factorization
Top Venues
CoRR
ICML
ICLR
AAAI
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Publications
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Sam Lobel
,
Akhil Bagaria
,
George Konidaris
Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning.
ICML
(2023)
Sam Lobel
,
Akhil Bagaria
,
George Konidaris
Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning.
CoRR
(2023)
Sam Lobel
,
Omer Gottesman
,
Cameron Allen
,
Akhil Bagaria
,
George Konidaris
Optimistic Initialization for Exploration in Continuous Control.
AAAI
(2022)
Omer Gottesman
,
Kavosh Asadi
,
Cameron Allen
,
Sam Lobel
,
George Konidaris
,
Michael L. Littman
Coarse-Grained Smoothness for RL in Metric Spaces.
CoRR
(2021)
Sam Lobel
,
Chunyuan Li
,
Jianfeng Gao
,
Lawrence Carin
RaCT: Toward Amortized Ranking-Critical Training For Collaborative Filtering.
ICLR
(2020)
Sam Lobel
,
Chunyuan Li
,
Jianfeng Gao
,
Lawrence Carin
Towards Amortized Ranking-Critical Training for Collaborative Filtering.
CoRR
(2019)