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Adith Swaminathan — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Adith Swaminathan
13
papers ·
273
citations ·
18
h-index
Netflix (United States)
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Most-cited papers
Off-Policy Policy Gradient with State Distribution Correction
2019 · 46 citations
Provably Good Batch Reinforcement Learning Without Great Exploration
2020 · 36 citations
Heuristic-Guided Reinforcement Learning
2021 · 14 citations
Improving Long-Term Metrics in Recommendation Systems using Short-Horizon Reinforcement Learning
2021 · 2 citations
Multi-Preference Actor Critic
2019
Metareasoning in Modular Software Systems: On-the-Fly Configuration using Reinforcement Learning with Rich Contextual Representations
2019
Top co-authors
Alekh Agarwal
· 3
Emma Brunskill
· 2
Aditya Modi
· 1
Andrey Kolobov
· 1
Besmira Nushi
· 1
Bogdan Mazoure
· 1
Ching-An Cheng
· 1
Debadeepta Dey
· 1
Doina Precup
· 1
Eric Horvitz
· 1
Ishan Durugkar
· 1
Matthew Hausknecht
· 1
Topics
Offline RL
Policy Gradient
Safe RL
Meta-RL
Value-Based
Exploration
Multi-Agent
Model-Based RL
Game AI