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22 search results found

Platypus ⭐ 524

A Free and Open Source Python Library for Multiobjective Optimization

Mo Gymnasium ⭐ 213

Multi-objective Gymnasium environments for reinforcement learning

Morl Baselines ⭐ 185

Multi-Objective Reinforcement Learning algorithms implementations.

A Machine Learning and Optimization framework for Objective-C and Swift (MacOS and iOS)

Rhodium ⭐ 116

Python Library for Robust Decision Making and Exploratory Modelling

Autooed ⭐ 115

AutoOED: Automated Optimal Experimental Design Platform

[NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations

Python library for parallel multiobjective simulation optimization

Landscapes ⭐ 50

A dependency free library of standardized optimization test functions written in pure Python.

Multiobjective active learning with tunable accuracy/efficiency tradeoff and clear stopping criterion.

An R package for multi/many-objective optimization with non-dominated genetic algorithms' family

an implementation of NSGA-II in java

Niched Pareto Genetic Algorithm Npga ⭐ 20

Genetic Algorithm (GA) for a Multi-objective Optimization Problem (MOP)

Deepcoord ⭐ 17

DeepCoord: Self-Learning Network and Service Coordination Using Deep Reinforcement Learning

An open-source package with interactive Jupyter Notebooks to enhance the accessibility of reservoir operations simulation and optimisation

[ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control

A no-programming Machine Learning platform for Material Design

Framework ⭐ 6

MOEA/D is a general-purpose algorithm framework. It decomposes a multi-objective optimization problem into a number of single-objective optimization sub-problems and then uses a search heuristic to optimize these sub-problems simultaneously and cooperatively.

Code for the paper Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer - ICML 2022

Bayesianopttools ⭐ 6

Bayesian Optimization and Uncertainty Analyses Tools

Sbarchopt ⭐ 6

Surrogate-Based Architecture Optimization toolbox

Fcmaes Java ⭐ 6

A Java gradient-free optimization library

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