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Anikait Singh — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Anikait Singh
10
papers ·
320
citations ·
7
h-index
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning
2023 · 20 citations
When Should We Prefer Offline Reinforcement Learning Over Behavioral Cloning?
2022 · 17 citations
A Workflow for Offline Model-Free Robotic Reinforcement Learning
2021 · 6 citations
Offline RL With Realistic Datasets: Heteroskedasticity and Support Constraints
2022 · 2 citations
D5RL: Diverse Datasets for Data-Driven Deep Reinforcement Learning
2024 · 2 citations
Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models
2025
Robotic Offline RL from Internet Videos via Value-Function Pre-Training
2023
Top co-authors
Aviral Kumar
· 6
Sergey Levine
· 6
Chelsea Finn
· 3
Quan Vuong
· 2
Rafael Rafailov
· 2
Yevgen Chebotar
· 2
Alon Albalak
· 1
Chase Blagden
· 1
Chethan Bhateja
· 1
Dakota Mahan
· 1
Derek Guo
· 1
Dibya Ghosh
· 1
Topics
Offline RL
Value-Based
Exploration
Model-Based RL
RLHF & Alignment
Safe RL