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Praneet Dutta
Praneet Dutta
Google DeepMind
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Year
Game Plan: What AI can do for Football, and What Football can do for AI
K Tuyls, S Omidshafiei, P Muller, Z Wang, J Connor, D Hennes, I Graham, ...
Journal of Artificial Intelligence Research 71, 41-88, 2021
832021
Growing cosine unit: A novel oscillatory activation function that can speedup training and reduce parameters in convolutional neural networks
MM Noel, A Trivedi, P Dutta
arXiv preprint arXiv:2108.12943, 2021
272021
Biologically inspired oscillating activation functions can bridge the performance gap between biological and artificial neurons
MM Noel, S Bharadwaj, V Muthiah-Nakarajan, P Dutta, GB Amali
arXiv preprint arXiv:2111.04020, 2021
262021
Controlling commercial cooling systems using reinforcement learning
J Luo, C Paduraru, O Voicu, Y Chervonyi, S Munns, J Li, C Qian, P Dutta, ...
arXiv preprint arXiv:2211.07357, 2022
172022
3d conditional generative adversarial networks to enable large-scale seismic image enhancement
P Dutta, B Power, A Halpert, C Ezequiel, A Subramanian, C Chatterjee, ...
arXiv preprint arXiv:1911.06932, 2019
112019
Semi-analytical industrial cooling system model for reinforcement learning
Y Chervonyi, P Dutta, P Trochim, O Voicu, C Paduraru, C Qian, ...
arXiv preprint arXiv:2207.13131, 2022
62022
Optimizing industrial hvac systems with hierarchical reinforcement learning
W Wong, P Dutta, O Voicu, Y Chervonyi, C Paduraru, J Luo
arXiv preprint arXiv:2209.08112, 2022
52022
AutoML for Contextual Bandits
P Dutta, J Cheuk, JS Kim, M Mascaro
arXiv preprint arXiv:1909.03212, 2019
3*2019
Applying regression models to calculate the Q factor of multiplexed video signal based on Optisystem
R Rudra, A Biswas, P Dutta, G Aarthi
2015 SAI Intelligent Systems Conference (IntelliSys), 201-209, 2015
32015
Adaptive infrared images enhancement using fuzzy-based concepts
S Rajkumar, P Dutta, A Trivedi
Speech and Language Processing for Human-Machine Communications: Proceedings …, 2018
22018
Engine performance optimization using machine learning techniques
P Dutta, S Sharma, PA Rathnam
2015 SAI Intelligent Systems Conference (IntelliSys), 120-126, 2015
12015
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