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Tarun Gupta's Projects

ai-for-ultimate-tic-tac-toe icon ai-for-ultimate-tic-tac-toe

An Automated AI based Player for Ultimate Tic Toe ( some Rules changed ) implemented in Python using Greedy Heuristic based Alpha Beta Pruning with Depth Optimization.

aima-java icon aima-java

Java implementation of algorithms from Norvig And Russell's "Artificial Intelligence - A Modern Approach"

basic-pacman-game-using-oops icon basic-pacman-game-using-oops

A very basic version of Pacman Game using Object Oriented Programming principles (Inheritance, Polymorphism, Encapsulation and Modularity).

btrees icon btrees

Implemented B+ tree to handle multiple type of queries: INSERT, FIND, COUNT, RANGE

clip icon clip

Contrastive Language-Image Pretraining

conversations icon conversations

Conversations is an open source XMPP/Jabber client for Android 4.0+ smart phones.

dop icon dop

Codes accompanying the paper "DOP: Off-Policy Multi-Agent Decomposed Policy Gradients" (https://arxiv.org/abs/2007.12322)

dynamic-memory-allocator icon dynamic-memory-allocator

The objective of this project was to improve the performance of an inefficient and basic dynamic memory allocator.

file-sharing-protocol icon file-sharing-protocol

A P2P File Transfer Protocol with support for Download and Upload of Files and Indexed Searching implemented in C.

har icon har

Classify human actions into six different categories from smartphone sensor data. Initially used pre-processed data from a smartphone accelerometer and implemented Support Vector Machine (SVM) to classify the actions. As an improvement in the next phase, train a deep convolutional neural network with long-short-term memory cells, which produced more accurate results.

ls-command icon ls-command

Our own ls program using ONLY system calls with different options (-l, -a, -h).

marl-papers icon marl-papers

Paper list of multi-agent reinforcement learning (MARL)

maven icon maven

Submission for MAVEN: Multi-Agent Variational Exploration

mdpwithoptions icon mdpwithoptions

This is an implementation of MDP with Options paper. http://www-anw.cs.umass.edu/~barto/courses/cs687/Sutton-Precup-Singh-AIJ99.pdf

minisqlengine icon minisqlengine

A mini sql engine which will run a subset of SQL Queries using command line interface .

orchestration icon orchestration

Built a framework that can coordinate the provisioning of compute resources by negotiating with a set of hypervisors running across physical servers in the datacenter.

pymarl icon pymarl

Beta code release for Python Multi-Agent Reinforcement Learning framework

refil icon refil

Code for "Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning" ICML 2021

simulate-linux-files-and-directory-commands icon simulate-linux-files-and-directory-commands

A python program that can simulate linux files and directory commands such as list(ls) ,copy(cp) ,move(mv) ,rename(mv) ,delete(rm),file details(ls l), dirstr(directory structure) (without using any system command).

smac icon smac

SMAC: The StarCraft Multi-Agent Challenge

spam-mail-filtering icon spam-mail-filtering

Feature Extraction from emails, generating vocabulary through lemmatization and stemming and converting them to feature vectors and classifying them as spam or non-spam. Analyzing and comparing the performance of various classification algorithms.

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