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Tanvi Verma
Tanvi Verma
Senior Scientist, A*STAR
E-mail confirmado em phdcs.smu.edu.sg - Página inicial
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Augmenting Decisions of Taxi Drivers through Reinforcement Learning for Improving Revenues
T Verma, P Varakantham, S Kraus, HC Lau
Proceedings of the International Conference on Automated Planning and …, 2017
942017
Entropy based independent learning in anonymous multi-agent settings
T Verma, P Varakantham, HC Lau
Proceedings of the International Conference on Automated Planning and …, 2019
92019
Privacy-preserving continual learning methods for medical image classification: a comparative analysis
T Verma, L Jin, J Zhou, J Huang, M Tan, BCM Choong, TF Tan, F Gao, ...
Frontiers in Medicine 10, 1227515, 2023
62023
Correlated learning for aggregation systems
T Verma, P Varakantham
Uncertainty in Artificial Intelligence, 60-70, 2020
52020
Developing continual learning based optical coherence tomography deep learning model for retinal pathologies
L Jin, T Verma, J Zhou, J Huang, M Tan, BCM Choong, X Xu, L Yong, ...
Investigative Ophthalmology & Visual Science 64 (8), 3370-3370, 2023
12023
Entropy Controlled Non-Stationarity for Improving Performance of Independent Learners in Anonymous MARL Settings
T Verma, P Varakantham, HC Lau
Vol. abs/1803.09928, 2018
12018
The GUTSY program: Gaining understanding of transition in short bowel syndrome among youths
S Kinberg, T Verma, E Berg
Clinical Nutrition ESPEN 63, 1307-1308, 2024
2024
Confidence-Based Task Prediction in Continual Disease Classification Using Probability Distribution
T Verma, L Schwemer, M Tan, F Gao, Y Liu, H Fu
arXiv preprint arXiv:2406.01054, 2024
2024
RLPeri: Accelerating Visual Perimetry Test with Reinforcement Learning and Convolutional Feature Extraction
T Verma, L Le Dinh, N Tan, X Xu, C Cheng, Y Liu
Proceedings of the AAAI Conference on Artificial Intelligence 38 (20), 22401 …, 2024
2024
Optimizing Indoor Farming: Deep Learning for Predicting Plant Growth under LED Light Treatments
T Verma, NTZ Wei, F Gao, H Yu, R Shirota Filho
IEEE Conference on Artificial Intelligence, 1059-1064, 2024
2024
PLNet: Light Recipe Design for Indoor Farming through Generative Deep Learning
T Verma, R Shirota Filho
IEEE Conference on Artificial Intelligence, 1095-1100, 2024
2024
Learning Individual Policies in Large Multi-agent Systems through Local Variance Minimization
T Verma, P Varakantham
arXiv preprint arXiv:2212.13379, 2022
2022
Value Variance Minimization for Learning Approximate Equilibrium in Aggregation Systems
T Verma, P Varakantham
arXiv preprint arXiv:2003.07088, 2020
2020
Scalable multi-agent reinforcement learning for aggregation systems
T VERMA
Singapore Management University, 2020
2020
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