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Gayathri Rangu's Projects

digitrecognition icon digitrecognition

This task of digit recognition is done using Hidden Markov Model using Speech signal as input. This model is written in C++ and is trained on custom-recorded digit dataset.

gayathrirangu_designprinciples icon gayathrirangu_designprinciples

A simple implementation of Calculator application using Spring framework to perform dependency injection (using XML configuration).

grovelightsensorv1.1-arduinomega icon grovelightsensorv1.1-arduinomega

Interface the Grove light intensity sensor v1.1 with Arduino Mega. The sensor is an Analog-to-Digital sensor. It takes in Analog values and outputs digital values (0-6455 approx.) in terms of Lux. The code is in C++ for Arduino.

marl-papers icon marl-papers

Paper list of multi-agent reinforcement learning (MARL)

ml.ai-practice icon ml.ai-practice

This rep contains all my practice codes, material and notebooks, all the way from Python basics, libraries to ML algorithms to Ensemble Learning to to Neural Networks and Deep Learning concepts.

obstacle_avoidance_using_rl icon obstacle_avoidance_using_rl

A Webots robot is programmed to learn avoiding obstacles using model-free RL algorithms such as Q-Learning and State-Action-Reward-State-Action (SARSA).

sample_codes_on_tartarus icon sample_codes_on_tartarus

Tartarus is a multi agent system. Its acts as a platform and facilitates creating, moving, cloning of the agents.

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