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A

Ayan Dutta

university of georgia

16H-index
90Paper Count
821Citation Count
Published Papers 13
Publication Date
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Greener deep reinforcement learning: analysis of energy and carbon efficiency across Atari benchmarks
errArtificial Intelligence Review
IF13.9
err2026-03-27
err0
errOAAI
errJason Gardner; Ayan Dutta; Swapnoneel Roy; O. Patrick Kreidl; Ladislau Bölöni
errShare
errSave
Energy-Aware Coverage Planning for Heterogeneous Multi-Robot System
errDistributed Autonomous Robotic Systems
IF0
err2026-01-01
err0
PREAI
errMunir, Aiman; Dutta, Ayan; Parasuraman, Ramviyas
errShare
errSave
Energy-Efficient Cryptographic Optimization for Narrowband IoT Security: Integrating Blockchain and EP-CuMAC with ECM-SHA256
errInternet of Things
IF7.6
err2025-11-18
err0
PREAI
errHafizullah Kakar; Vamshi S. Mohan; Swapnoneel Roy; Ayan Dutta; O. Patrick Kreidl; Ladislau Bölöni; Sriram Sankaran
errShare
errSave
CF-HMRTA: Coalition Formation for Heterogeneous Multi-Robot Task Allocation
errJournal of Intelligent & Robotic Systems
IF2.8
err2025-07-23
err0
errOAAI
errAshish Verma; Avinash Gautam; Ayan Dutta; Virendra Singh Shekhawat; Sudeept Mohan
errShare
errSave
Machine learning-based approach for automated classification of cell and extracellular matrix using nanomechanical properties
errMATERIALS TODAY BIO
IF10.2
err2024-04-01
err0
errOAAI
errKulkarni, Tanmay; Robinson, Olivia-Marie; Dutta, Ayan; Mukhopadhyay, Debabrata; Bhattacharya, Santanu
errShare
errSave
Deep recurrent Q-learning for energy-constrained coverage with a mobile robot
errNEURAL COMPUTING & APPLICATIONS
IF4.5
err2023-06-18
err2
PREAI
errZellner, Aaron; Dutta, Ayan; Kulbaka, Iliya; Sharma, Gokarna
errShare
errSave
Multi-Agent Deep Reinforcement Learning for Multi-Robot Applications: A Survey
errSENSORS
IF3.5
err2023-03-30
err50
errOAAI
errOrr, James; Dutta, Ayan
errShare
errSave
Minimalist Coverage and Energy-Aware Tour Planning for a Mobile Robot
err2022 IEEE 18TH INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE)
IF0
err2022-08-20
err0
PREAI
errGhosh, Anirban; Dutta, Ayan; Sotolongo, Brian
errShare
errSave
Shortest Path Planning with an Energy-Constrained Robot
err2021 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC)
IF0
err2021-10-17
err1
PREAI
errSotolongo, Brian; Dutta, Ayan; Sisley, Stephen; Sharma, Gokarna
errShare
errSave
Multi-Robot Information Gathering for Precision Agriculture: Current State, Scope, and Challenges
errIEEE ACCESS
IF3.6
err2021-01-01
err21
errOAAI
errDutta, Ayan; Roy, Swapnoneel; Kreidl, O. Patrick; Boloni, Ladislau
errShare
errSave
Distributed configuration formation with modular robots using (sub)graph isomorphism-based approach
errAUTONOMOUS ROBOTS
IF4.3
err2018-04-28
err14
PREAI
errDutta, Ayan; Dasgupta, Prithviraj; Nelson, Carl
errShare
errSave
Ensemble Learning With Weak Classifiers for Fast and Reliable Unknown Terrain Classification Using Mobile Robots
errieee transactions on cybernetics
IF8.7
err2017-11-01
err33
PREAI
errDutta, Ayan; Dasgupta, Prithviraj
errShare
errSave
Towards Autonomously Predicting and Learning a Robot's Efficiency in Performing Tasks
err2013 IEEE/WIC/ACM INTERNATIONAL JOINT CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY - WORKSHOPS (WI-IAT), VOL 3
IF0
err2013-11-01
err2
PREAI
errDutta, Ayan; Dasgupta, Prithviraj; Baca, Jose; Nelson, Carl
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
D
Debabrata Mukhopadhyay
H-index: 76 · Papers: 330
J
J. S. Gardner
H-index: 49 · Papers: 319
L
Ladislau Bölöni
H-index: 29 · Papers: 241
S
Santanu Bhattacharya
H-index: 23 · Papers: 82
C
Carl A. Nelson
H-index: 21 · Papers: 297
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