Srinivas Shakkottai

Texas A&M University

Papers

4

Total Citations

38

H-Index

2

About

No biography available yet.

Research Focus

Computer science4 · 38 citations
Artificial intelligence4 · 38 citations
Machine learning3 · 30 citations
Reinforcement learning3 · 30 citations
Online learning2 · 28 citations
Offline learning2 · 28 citations
Exploit2 · 28 citations
Online and offline2 · 28 citations
Task (project management)2 · 28 citations
Function (biology)1 · 26 citations
Frame (networking)1 · 26 citations
Key (lock)1 · 26 citations

Key Achievements

2
H-Index
4
Papers
38
Total Citations
10
Avg Citations/Paper
🏆 Most Cited Paper
Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration
26 citations · 2022
📈 Most Prolific Year: 2022 (2 Papers)
🤝 Key Collaborators: 12
🏛 Institutions: Texas A&M University

Top Papers

  1. 1
    Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration
    26 citations · 2022
  2. 2
    Demo: EdgeRIC: Delivering Realtime RAN Intelligence
    8 citations · 2023
  3. 3
    Enhanced Meta Reinforcement Learning using Demonstrations in Sparse Reward Environments
    2 citations · 2022
  4. 4
    Federated Ensemble-Directed Offline Reinforcement Learning
    2 citations · 2023

Key Collaborators

DKDileep Kalathil3 shared papersDRDesik Rengarajan3 shared papersUGUshasi Ghosh1 shared papersNRNitin Ragothaman1 shared papersASAkshay Sarvesh1 shared papersRWRaini Wu1 shared papersJKJae-Won Kim1 shared papersUDUjwal Dinesha1 shared papersGVGargi Vaidya1 shared papersSCSapana Chaudhary1 shared papersWKWoo-Hyun Ko1 shared papersDBDinesh Bharadia1 shared papers
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