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Lygerakis Fotios's Projects

anac2015_boulware_like_agent icon anac2015_boulware_like_agent

A simple agent that follows Boulware-like bid policy (3rd place at domestic tournament at Technical University of Crete)

crvae icon crvae

This is the implementation of the paper: "CR-VAE: Contrastive Regularization on Variational Autoencoders for Preventing Posterior Collapse"

cse5306_distributed_systems_project_2 icon cse5306_distributed_systems_project_2

TCP Server-Client communication for text annotation with redundancy and polling for graduate level Distributed Systems Course taught by Chance Eary at UTA during Spring 21

cse5306_distributed_systems_project_3 icon cse5306_distributed_systems_project_3

TCP Server-Client communication for text annotation with redundancy, polling and back-up server for graduate level Distributed Systems Course taught by Chance Eary at UTA during Spring 21

cse6363_machine_learning icon cse6363_machine_learning

Machine Learning algorithms from-scratch implementation. It covers most Supervised and Unsupervised algorithms. Homework assignments and Projects for graduate level Machine Learning Course taught by Dr Manfred Huber at UTA during Spring 21

m2curl icon m2curl

We propose Multimodal Contrastive Unsupervised RL (M2CURL), a method that learns efficient representations from visuotactile data, improving RL convergence speed and performance. M2CURL is versatile, compatible with various RL algorithms, and enhances learning efficiency in manipulation tasks in the Tactile Gym 2 simulator.

mvitac icon mvitac

Self-Supervised Visual-Tactile Representation Learning via Multimodal Contrastive Training

pytorch_tutorial icon pytorch_tutorial

This repository contains a comprehensive tutorial designed to introduce you to the fundamental concepts and usage of the PyTorch library.

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