nishantkr18/MazeExplorer-2k19-Technex

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nishantkr18/MazeExplorer-2k19-Technex

nishantkr18

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

Dynamic-Gesture-recognition-system

Hand gesture extraction using background elimination followed by recognition through convolutional neural networks.

MLAI_Basics

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.

guided-cost-learning

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

GSoC-2020-mlpack

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

FlappyBirdOnJavascript

FlappyBird agent learns to master the game using Neuroevolution!

RainbowDQN-with-Pytorch

Contains implementation of Rainbow, combining 6 extensions of DQN in one

RLOS-2021-Microsoft

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

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

Pixelate-2k19-Technex

Visual servoing using overhead Camera.

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

Uses Ray to parallelize training agents on all core of CPU for faster computation.

Jupyter Notebook

Robotron-IITBHU-2k18

LineFollower(automatic) as well as manual control Bot.