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Fay Elhassan 's Projects

ai-for-sustainable-agriculture icon ai-for-sustainable-agriculture

This repository hosts the code and resources for a comprehensive study on optimizing greenhouse conditions using Reinforcement Learning algorithms such as PPO, A2C, and SAC. For detailed results, explanation of the environments, and the algorithms, please refer to the accompanying report.

autonomousgreenhousecontrol icon autonomousgreenhousecontrol

Reinforcement Learning Approach Tried On AGC 2.0 Data. Repository for Autonomous Greenhouse Control and Monitoring System

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

ddpg_imp_pybullet icon ddpg_imp_pybullet

This repository contains a Deep Deterministic Policy Gradient (DDPG) and Twin Delayed DDPG implementation for reinforcement learning environments provided by PyBullet.

double_descent_phenomenan icon double_descent_phenomenan

Group project to Study Double Descent phenomenon ,how it occurs and how it effects our model training? as we increase complexity.

farm-gym icon farm-gym

Farming Environment Gym factory for Reinforcement Learning

fayelhassan.github.io icon fayelhassan.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

marllib icon marllib

One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)

reinforcement-learning icon reinforcement-learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

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