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Gagandeep Singh — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Gagandeep Singh
15
papers ·
15
citations ·
22
h-index
University of Illinois Urbana-Champaign · Amgen (Switzerland)
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Most-cited papers
Sibyl: Adaptive and Extensible Data Placement in Hybrid Storage Systems Using Online Reinforcement Learning
2022 · 2 citations
Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning
2022 · 2 citations
Learning a Pessimistic Reward Model in RLHF
2025
Black-Box Targeted Reward Poisoning Attack Against Online Deep Reinforcement Learning
2023
Binary Reward Labeling: Bridging Offline Preference and Reward-Based Reinforcement Learning
2024
Top co-authors
Yinglun Xu
· 4
David Novo
· 1
David Zhu
· 1
Hangoo Kang
· 1
Henk Corporaal
· 1
Jisung Park
· 1
Juan G\'omez-Luna
· 1
Nastaran Hajinazar
· 1
Onur Mutlu
· 1
Qi Zeng
· 1
Rahul Bera
· 1
Rakesh Nadig
· 1
Topics
Safe RL
Model-Based RL
RLHF & Alignment
Offline RL
Policy Gradient
Value-Based
Game AI