Dileep Kalathil

Papers

3

Total Citations

30

H-Index

2

About

No biography available yet.

Research Focus

Computer science3 · 30 citations
Artificial intelligence3 · 30 citations
Machine learning3 · 30 citations
Reinforcement learning3 · 30 citations
Offline learning2 · 28 citations
Online learning2 · 28 citations
Exploit2 · 28 citations
Task (project management)2 · 28 citations
Online and offline2 · 28 citations
Algorithm1 · 26 citations
Key (lock)1 · 26 citations
State (computer science)1 · 26 citations

Key Achievements

2
H-Index
3
Papers
30
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: 7

Top Papers

  1. 1
    Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration
    26 citations · 2022
  2. 2
    Enhanced Meta Reinforcement Learning using Demonstrations in Sparse Reward Environments
    2 citations · 2022
  3. 3
    Federated Ensemble-Directed Offline Reinforcement Learning
    2 citations · 2023

Key Collaborators

SSSrinivas Shakkottai3 shared papersDRDesik Rengarajan3 shared papersNRNitin Ragothaman1 shared papersJKJae-Won Kim1 shared papersGVGargi Vaidya1 shared papersASAkshay Sarvesh1 shared papersSCSapana Chaudhary1 shared papers
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