Search Results for author: Manish Kumar

Found 13 papers, 4 papers with code

A framework of windowed octonion linear canonical transform

no code implementations8 Jun 2023 Manish Kumar, Bhawna

The uncertainty principle is a fundamental principle in theoretical physics, such as quantum mechanics and classical mechanics.

The Precision Oncology Approach to Molecular Cancer Therapeutics Targeting Oncogenic Signaling Pathways is a Means to an End

1 code implementation11 Apr 2023 Manish Kumar

Cancer is a deadly genetic disease with diverse aspects of complexity, including cancer immune evasion, treatment resistance, and recurrence requiring optimized treatment to be cured.

DeepCPG Policies for Robot Locomotion

no code implementations25 Feb 2023 Aditya M. Deshpande, Eric Hurd, Ali A. Minai, Manish Kumar

We present novel DeepCPG policies that embed CPGs as a layer in a larger neural network and facilitate end-to-end learning of locomotion behaviors in deep reinforcement learning (DRL) setup.

Reconfiguring Shortest Paths in Graphs

no code implementations14 Dec 2021 Kshitij Gajjar, Agastya Vibhuti Jha, Manish Kumar, Abhiruk Lahiri

Reconfiguring two shortest paths in a graph means modifying one shortest path to the other by changing one vertex at a time so that all the intermediate paths are also shortest paths.

Robust Deep Reinforcement Learning for Quadcopter Control

1 code implementation6 Nov 2021 Aditya M. Deshpande, Ali A. Minai, Manish Kumar

However, the policies trained on stationary environments suffer in terms of generalization when transferred from one environment to another.

reinforcement-learning Reinforcement Learning (RL)

Fragility curves for power transmission towers in Odisha, India, based on observed damage during 2019 Cyclone Fani

no code implementations26 Jun 2021 Surender V Raj, Manish Kumar, Udit Bhatia

Accordingly, fragility curves for collapse and functionality disruption damage states were developed considering relevant aleatory and epistemic uncertainties.

Reduction in Circulating Current with Improved Secondary Side Modulation in Isolated Current-Fed Half Bridge AC-DC Converter

no code implementations22 May 2021 Manish Kumar, Sumit Pramanick, B K Panigrahi

A dual control variable is adopted to actively reduce the circulating current while maintaining soft switching of both ac and dc side switches across the grid cycle of ac mains voltage.

Polynomial Time $k$-Shortest Multi-Criteria Prioritized and All-Criteria-Disjoint Paths

no code implementations27 Jan 2021 Yefim Dinitz, Shlomi Dolev, Manish Kumar

In the first part of this paper, we study specific settings of the multi-criteria shortest secure path problem, which are based on prioritized multi-criteria and on $k$-shortest secure paths.

Data Structures and Algorithms

Developmental Reinforcement Learning of Control Policy of a Quadcopter UAV with Thrust Vectoring Rotors

1 code implementation15 Jul 2020 Aditya M. Deshpande, Rumit Kumar, Ali A. Minai, Manish Kumar

The results show faster learning with the presented approach as opposed to learning the control policy from scratch for this new UAV design created by modifications in a conventional quadcopter, i. e., the addition of more degrees of freedom (4-actuators in conventional quadcopter to 8-actuators in tilt-rotor quadcopter).

Developmental Learning Drone Controller +3

One-Shot Recognition of Manufacturing Defects in Steel Surfaces

1 code implementation12 May 2020 Aditya M. Deshpande, Ali A. Minai, Manish Kumar

Quality control is an essential process in manufacturing to make the product defect-free as well as to meet customer needs.

Data Augmentation Image Classification +2

Computer Vision Toolkit for Non-invasive Monitoring of Factory Floor Artifacts

no code implementations12 May 2020 Aditya M. Deshpande, Anil Kumar Telikicherla, Vinay Jakkali, David A. Wickelhaus, Manish Kumar, Sam Anand

This novel toolkit is developed to facilitate easy integration of legacy production machinery and factory floor artifacts with the digital and smart manufacturing environment with no requirement of any physical changes in the machines.

Anomaly Detection Contour Detection +5

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