Nishant Kumar (@nishantkr18)
github

nishantkr18

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Top repositories

1

Dynamic-Gesture-recognition-system

Hand gesture extraction using background elimination followed by recognition through convolutional neural networks.
Python
19
star
2

MLAI_Basics

19
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3

federated-model-averaging-for-DQN

In this work, we propose a novel formulation titled Federated Deep Q Networks (F-DQN) to perform distributed learning for Deep RL algorithms.
Python
17
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4

guided-cost-learning

Implementation of the paper https://arxiv.org/abs/1603.00448.
Python
17
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5

GSoC-2020-mlpack

Contains weekly updates for my proposal on Implementing RL methods in mlpack.
7
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6

FlappyBirdOnJavascript

FlappyBird agent learns to master the game using Neuroevolution!
JavaScript
4
star
7

RainbowDQN-with-Pytorch

Contains implementation of Rainbow, combining 6 extensions of DQN in one
Python
3
star
8

RLOS-2021-Microsoft

Contains updates for my work on Parallel parsing improvements on Vowpal Wabbit.
3
star
9

MathHelper-Mosaic2k19-R1

The code takes as input an image of an equation, segments out the characters and recognizes them, solves the equation, and lastly prints the output and plots the graph!
Jupyter Notebook
3
star
10

Pixelate-2k19-Technex

Visual servoing using overhead Camera.
Python
1
star
11

Evolutionary-algorithms-using-multicore-training-on-gym-environments

Uses Ray to parallelize training agents on all core of CPU for faster computation.
Jupyter Notebook
1
star
12

Robotron-IITBHU-2k18

LineFollower(automatic) as well as manual control Bot.
C++
1
star
13

MazeExplorer-2k19-Technex

The code that won us MazeExplorer, the maze-solving-by-line-following event of Technex.
C++
1
star