flow
by flow-project
Computational framework for reinforcement learning in traffic control
AI summary
Traffic Optimizer
A framework for training reinforcement learning models to optimize traffic control and simulation
- stars
- 1.1K
- forks
- 377
- watching
- 51
- awesome list
- 1
Similar projects
Found by comparing what the projects do, not just their names.
Traffic controller
An agent-based traffic management system using model-free reinforcement learning to optimize traffic signal control.
Traffic simulator
Enables large-scale traffic simulation and reinforcement learning to optimize traffic flow
automl/robo484
Optimization framework
A Bayesian optimization framework designed to optimize complex functions with robustness and flexibility
cbfinn/gps599
Policy optimizer
An implementation of guided policy search and LQG-based trajectory optimization for reinforcement learning
100/solid575
Optimizer
A comprehensive framework for solving optimization problems without gradient calculations.
Traffic Prediction Optimizer
An optimization framework using genetic algorithms to train and improve the performance of Backpropagation Neural Networks for traffic flow prediction
Function Optimizer
A Python library that streamlines the process of optimizing mathematical functions by intelligently selecting key points in parameter space for efficient parallel evaluations.
Robot Navigation
Develops robot navigation policies in crowded spaces using reinforcement learning and attention mechanisms.
Hyperparameter optimizer
A reinforcement learning-based framework for optimizing hyperparameters in distributed machine learning environments.
RL optimizer
A tool for optimizing and automating reinforcement learning pipelines in Python
Vehicle routing optimizer
An optimization engine for solving various types of vehicle routing problems with fast solutions.
brml/climin181
Optimizer
A Python package for gradient-based function optimization in machine learning
Portfolio Optimizer
Reinforcement learning-based algorithm for optimizing stock trading and portfolio management
Optimization algorithm
An optimizer that automatically tunes momentum and learning rate using local quadratic approximation.
pywr/pywr157
Network optimizer
A Python-based tool for optimizing resource allocation in networks with constraints and costs.
Featured in 1 awesome list
Each link jumps to the spot where the list mentions flow.
