gustavomoers
Future Data Scientist - learning mode || Autonomous Vehicles Control Engineering Msc Student - BME
PetrobrasRio de Janeiro
Pinned Repositories
amplify-trips-planner
AutonomousDrivingCookbook
Testing and learning a deep-learning algorithm for autonomous driving using AirSim Simulator.
BrazilianMarketDataCollector
Extract brazilian market financial data from CVM, B3 and other sources.
carla
Open-source simulator for autonomous driving research.
CollisionAvoidance-Carla-DRL-MPC
A hybrid collision avoidance system combining Deep Reinforcement Learning with Model Predictive Control, designed for autonomous vehicles in CARLA to navigate scenarios with stationary obstacles.
Credit-Risk-Analysis
Credit Risk Prediction on R with Machine Learning
E2E-CARLA-ReinforcementLearning-PPO
An end-to-end (E2E) reinforcement learning model for autonomous vehicle collision avoidance in the CARLA simulator, using a recurrent PPO algorithm for dynamic control. The model processes RGB camera inputs to make real-time acceleration and steering decisions.
FinanceDash
Dashboard to analyze brazilian financial market using Dash Plotly
OptimalEmission-SUMO-ReinforcementLearning
Reinforcement Learnig agent that sets the speed limit aiming to reduce the total emission on the network.
SemanticSegmentation
Semantic Segmentation for Driving Scenes and Object Detection using pre-trained models with COCO and CityScapes datasets.
gustavomoers's Repositories
gustavomoers/BrazilianMarketDataCollector
Extract brazilian market financial data from CVM, B3 and other sources.
gustavomoers/CollisionAvoidance-Carla-DRL-MPC
A hybrid collision avoidance system combining Deep Reinforcement Learning with Model Predictive Control, designed for autonomous vehicles in CARLA to navigate scenarios with stationary obstacles.
gustavomoers/E2E-CARLA-ReinforcementLearning-PPO
An end-to-end (E2E) reinforcement learning model for autonomous vehicle collision avoidance in the CARLA simulator, using a recurrent PPO algorithm for dynamic control. The model processes RGB camera inputs to make real-time acceleration and steering decisions.
gustavomoers/FinanceDash
Dashboard to analyze brazilian financial market using Dash Plotly
gustavomoers/SemanticSegmentation
Semantic Segmentation for Driving Scenes and Object Detection using pre-trained models with COCO and CityScapes datasets.
gustavomoers/amplify-trips-planner
gustavomoers/AutonomousDrivingCookbook
Testing and learning a deep-learning algorithm for autonomous driving using AirSim Simulator.
gustavomoers/carla
Open-source simulator for autonomous driving research.
gustavomoers/Credit-Risk-Analysis
Credit Risk Prediction on R with Machine Learning
gustavomoers/GrupoBimbo-InventoryDemand-Kaggle
Prediciting Inventory Demand on Grupo Bimbo's stores
gustavomoers/My-own-Neural-Network
Learning project to create from scratch my own neural network algorithm.
gustavomoers/OptimalEmission-SUMO-ReinforcementLearning
Reinforcement Learnig agent that sets the speed limit aiming to reduce the total emission on the network.
gustavomoers/Santander-CustomerSatisfaction-Project
Kaggle challenge from Santander to predict customer satisfaction
gustavomoers/Telecom-ChurnPrediction-Project
predicting churn on a Telecom company