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Medric Sonwa's Projects

acrobot icon acrobot

RL agent for Gym acrobot environment

bing-objectness icon bing-objectness

Python implementation of BING Objectness method from "BING: Binarized Normed Gradients for Objectness Estimation at 300fps".

cmc_moco icon cmc_moco

Implementation of the algorithm Contrastive Multiview Coding (CMC) combined with Momentum Contrast (MoCo) for self-supervised learning of images.

connectx icon connectx

Intelligent player of Tictactoe Game. Brief introduction to reinforcement learning by development of a agent applying policy iteration algorithm

drqv2 icon drqv2

DrQ-v2: Improved Data-Augmented Reinforcement Learning

ensp-m icon ensp-m

La mutuelle des enseignants de L'Ecole Nationale Supérieure Polytechnique de Yaoundé - Cameroun

farmdroid_arduino icon farmdroid_arduino

Ce projet est la partie "microcontroleur" du projet Farmdroid qui est un système électronique permettant à une plantation de s'auto-alimenter et d'informer l'agriculteur de toutes les activités de sa plantation.

farmdroid_mobile icon farmdroid_mobile

Farmdroid Mobile est l'application mobile du projet Farmdroid. Cet grâce à cette application qu'un agriculteur pourra consulter l'état de sa plantation, et pouvoir manipuler le système à distance.

farmdroid_web icon farmdroid_web

Ce dépôt est la plate-forme web du projet Farmdroid. Il s'agit d'une plate-forme où les agriculteurs pourront se connecter et voir l'historique entier de tous les états du système. Cette plate-forme permet aussi de notifier l'utilisateur par mail des différents événements qui surviennent dans la plantation. Elle construit également une communauté entre agriculteur où ces dernier pourront échanger sur leurs problèmes et expérience.

gaifo icon gaifo

Generative adversarial Imitation from Observation

gym-maze icon gym-maze

A basic 2D maze environment where an agent start from the top left corner and try to find its way to the bottom left corner.

holodeck-1 icon holodeck-1

High Fidelity Simulator for Reinforcement Learning and Robotics Research.

holodeck-engine icon holodeck-engine

High Fidelity Simulator for Reinforcement Learning and Robotics Research.

ifo_virl icon ifo_virl

Imitation from Observation by synchronization with expert actions

ifobl icon ifobl

Imitation from observation using behavioral learning

imitation-from-observation icon imitation-from-observation

Imitation from Observation using context translation. An algorithm to train agents to imitate experts based on demonstrations.

lab icon lab

A customisable 3D platform for agent-based AI research

lookatme icon lookatme

Yet another implementation of YOLO algorithm

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