Peeyush Kumar

Re-Inventing the Food Supply Chain with IoT: A Data-Driven Solution to Reduce Food Loss

Vaishnavi Ranganathan, Peeyush Kumar, Upinder Kaur et al. · IEEE Internet of Things Magazine · 2022 · 28 citations

Food Loss, Precision Agriculture, Engineering +21

Option Discovery in Hierarchical Reinforcement Learning using Spatio-Temporal Clustering

Ramnandan Krishnamurthy, Peeyush Kumar, Balaraman Ravindran · arXiv (Cornell University) · 2016 · 27 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Hierarchical Reinforcement Learning using Spatio-Temporal Abstractions and Deep Neural Networks.

Ramnandan Krishnamurthy, Aravind S. Lakshminarayanan, Peeyush Kumar et al. · arXiv (Cornell University) · 2016 · 19 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Micro-climate Prediction - Multi Scale Encoder-decoder based Deep Learning Framework

Peeyush Kumar, Ranveer Chandra, Chetan Bansal et al. · 2021 · 19 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Democratizing Data-Driven Agriculture Using Affordable Hardware

Ranveer Chandra, Manohar Swaminathan, Tusher Chakraborty et al. · IEEE Micro · 2022 · 17 citations · Full text

Precision Agriculture, Engineering, Digital Agriculture +18