Jyotirmoy V. Deshmukh

University of Southern California

Papers

10

Total Citations

74

H-Index

4

About

No biography available yet.

Research Focus

Computer science10 · 74 citations
Artificial intelligence10 · 74 citations
Programming language7 · 69 citations
Reinforcement learning5 · 62 citations
Robot6 · 53 citations
Machine learning5 · 52 citations
Theoretical computer science6 · 51 citations
Temporal logic5 · 47 citations
SIGNAL (programming language)2 · 40 citations
Control (management)3 · 32 citations
Engineering5 · 27 citations
State (computer science)1 · 26 citations

Key Achievements

4
H-Index
10
Papers
74
Total Citations
7
Avg Citations/Paper
🏆 Most Cited Paper
Learning From Demonstrations Using Signal Temporal Logic in Stochastic and Continuous Domains
26 citations · 2021
📈 Most Prolific Year: 2022 (3 Papers)
🤝 Key Collaborators: 22
🏛 Institutions: University of Southern California

Top Papers

  1. 1
    Learning From Demonstrations Using Signal Temporal Logic in Stochastic and Continuous Domains
    26 citations · 2021
  2. 2
    Automatic Testing and Falsification with Dynamically Constrained Reinforcement Learning
    16 citations · 2019
  3. 3
    Model-based Reinforcement Learning from Signal Temporal Logic Specifications
    14 citations · 2020
  4. 4
    Learning Performance Graphs From Demonstrations via Task-Based Evaluations
    4 citations · 2022
  5. 5
    Specification-guided Software Fault Localization for Autonomous Mobile Systems
    4 citations · 2020
  6. 6
    Poster Abstract: Learning from Demonstrations with Temporal Logics
    3 citations · 2022
  7. 7
    Learning from Demonstrations using Signal Temporal Logic
    3 citations · 2021
  8. 8
    Systematic Translation from Natural Language Robot Task Descriptions to STL
    2 citations · 2024
  9. 9
    Guest Editors’ Introduction: Special Issue on Autonomous Systems Design
    1 citations · 2022
  10. 10
    STL-GO: Spatio-Temporal Logic with Graph Operators for Distributed Systems with Multiple Network Topologies
    1 citations · 2025

Key Collaborators

AGAniruddh G. Puranic4 shared papersSNStefanos Nikolaidis2 shared papersBHBardh Hoxha2 shared papersSSSelma Saidi1 shared papersYZYiqi Zhao1 shared papersABAndrew Best1 shared papersXJXiao Jin Yu1 shared papersLLLars Lindemann1 shared papersNANikos Aréchiga1 shared papersXQXin Qin1 shared papersPKParv Kapoor1 shared papersYXYuan Xia1 shared papersDZDirk Ziegenbein1 shared papersJTJesse Thomason1 shared papersDPDanil Prokhorov1 shared papersABAnand Balakrishnan1 shared papersSPSheryl Paul1 shared papersSMSara Mohammadinejad1 shared papersTYTomoya Yamaguchi1 shared papersVKVidisha Kudalkar1 shared papers
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