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Vikramank Singh

About Vikramank Singh

Vikramank Singh, With an exceptional h-index of 1 and a recent h-index of 1 (since 2020), a distinguished researcher at University of California, Berkeley, specializes in the field of Reinforcement Learning, Representation Learning, World Models, Time Series.

His recent articles reflect a diverse array of research interests and contributions to the field:

Intelligent scaling in Amazon Redshift

Panda: Performance debugging for databases using LLM agents

Predict-and-Critic: Accelerated End-to-End Predictive Control for Cloud Computing through Reinforcement Learning

FITNESS:(Fine Tune on New and Similar Samples) to detect anomalies in streams with drift and outliers

C-GATS: Conditional generation of anomalous time series

PDQN-A Deep Reinforcement Learning Method for Planning with Long Delays: Optimization of Manufacturing Dispatching

Statistical Analysis of Procedural Learning (Blocked vs. Interleaved) in Humans

Vikramank Singh Information

University

Position

___

Citations(all)

4

Citations(since 2020)

4

Cited By

0

hIndex(all)

1

hIndex(since 2020)

1

i10Index(all)

0

i10Index(since 2020)

0

Email

University Profile Page

Google Scholar

Vikramank Singh Skills & Research Interests

Reinforcement Learning

Representation Learning

World Models

Time Series

Top articles of Vikramank Singh

Intelligent scaling in Amazon Redshift

2024

Vikramank Singh
Vikramank Singh

H-Index: 0

Mohammad Rahman
Mohammad Rahman

H-Index: 3

Andreas Kipf
Andreas Kipf

H-Index: 11

Davide Pagano
Davide Pagano

H-Index: 3

Gaurav Saxena
Gaurav Saxena

H-Index: 0

Tim Kraska
Tim Kraska

H-Index: 39

Panda: Performance debugging for databases using LLM agents

2024

Vikramank Singh
Vikramank Singh

H-Index: 0

Vinayshekhar Bannihatti Kumar
Vinayshekhar Bannihatti Kumar

H-Index: 5

Sopan Khosla
Sopan Khosla

H-Index: 4

Tim Kraska
Tim Kraska

H-Index: 39

Predict-and-Critic: Accelerated End-to-End Predictive Control for Cloud Computing through Reinforcement Learning

arXiv preprint arXiv:2212.01348

2022/12/2

Kaustubh Sridhar
Kaustubh Sridhar

H-Index: 1

Vikramank Singh
Vikramank Singh

H-Index: 0

FITNESS:(Fine Tune on New and Similar Samples) to detect anomalies in streams with drift and outliers

2022/6/28

C-GATS: Conditional generation of anomalous time series

2022

Vikramank Singh
Vikramank Singh

H-Index: 0

PDQN-A Deep Reinforcement Learning Method for Planning with Long Delays: Optimization of Manufacturing Dispatching

2021/10/6

René Arendt Sørensen
René Arendt Sørensen

H-Index: 3

Vikramank Singh
Vikramank Singh

H-Index: 0

Statistical Analysis of Procedural Learning (Blocked vs. Interleaved) in Humans

2020/5/15

Vikramank Singh
Vikramank Singh

H-Index: 0

See List of Professors in Vikramank Singh University(University of California, Berkeley)