LucasAlegre/morl-baselines

Multi-Objective Reinforcement Learning algorithms implementations.

Language: Python - Size: 22.5 MB - Last synced at: 11 days ago - Pushed at: 6 months ago - Stars: 386 - Forks: 65

dietmarwo/fast-cma-es

A Python 3 gradient-free optimization library

Language: Python - Size: 211 MB - Last synced at: 28 days ago - Pushed at: 2 months ago - Stars: 139 - Forks: 19

Farama-Foundation/MO-Gymnasium

Multi-objective Gymnasium environments for reinforcement learning

Language: Python - Size: 155 MB - Last synced at: 27 days ago - Pushed at: 3 months ago - Stars: 318 - Forks: 43

EricZheng1024/BDNE

Language: MATLAB - Size: 4.67 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

levitation-opensource/bioblue

Notable runaway-optimiser-like LLM failure modes on Biologically and Economically aligned AI safety benchmarks for LLM-s with simplified observation format. The benchmark themes include multi-objective homeostasis, (multi-objective) diminishing returns, complementary goods, sustainability, multi-agent resource sharing.

Language: Python - Size: 5.75 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 2

nathanrooy/landscapes

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

Language: Python - Size: 1.81 MB - Last synced at: about 13 hours ago - Pushed at: over 1 year ago - Stars: 61 - Forks: 13

kravitsjacob/paxplot

Paxplot is a Python visualization library for parallel axis, or parallel coordinate, plots based on matplotlib.

Language: Python - Size: 1.88 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 10 - Forks: 1

jbussemaker/SBArchOpt

Surrogate-Based Architecture Optimization toolbox

Language: Python - Size: 39.9 MB - Last synced at: 4 days ago - Pushed at: 5 months ago - Stars: 16 - Forks: 4

RealVNF/DeepCoord

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

Language: Python - Size: 1.5 MB - Last synced at: 10 days ago - Pushed at: about 2 years ago - Stars: 27 - Forks: 14

wilrop/moqups

An algorithm to calculate all pure strategy Nash equilibria in multi-objective games with quasiconvex utility functions

Language: Python - Size: 38.1 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 1

moead-framework/framework

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.

Language: Python - Size: 11.2 MB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 23 - Forks: 8

EmilioSchi/Niched-Pareto-Genetic-Algorithm-NPGA

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

Language: Python - Size: 1000 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 31 - Forks: 4

LucasAlegre/sfols

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

Language: Python - Size: 23.4 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 2

siyamakdoroudi/MOOTLBO-Optimization

Multi-Objective Optimization using MOOTLBO algorithm for solving complex optimization problems.

Language: MATLAB - Size: 2.99 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

timm/ezr

Explanation system for semi-supervised multi-objective optimization

Language: Lua - Size: 118 MB - Last synced at: 20 days ago - Pushed at: 2 months ago - Stars: 2 - Forks: 52

rodrigofvc/cmibaco-lre-mogenconvrp

The cMIBACO implementation for lightly robust solutions in MOGenConVRP under uncertainty.

Language: Python - Size: 8.09 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

ethanmclark1/geat

Genetic and evolutionary algorithm implementations in Python

Language: Python - Size: 22.5 KB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

relund/gMOIP

2D and 3D plots of linear/integer programming models in R

Language: HTML - Size: 234 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 5 - Forks: 2

doesburg11/MOMARL

Multi-Objective Multi Agent Reinforcement Learning (MOMARL) experiments.

Language: Python - Size: 220 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 1

thomasWeise/BBDOB_W_Model

The W-Model, a tunable Black-Box Discrete Optimization Benchmarking (BB-DOB) problem, implemented for the BB-DOB@GECCO Workshop.

Language: Java - Size: 155 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 3

Haimrich/moham

Multi-Objective Hardware-Mapping Co-Optimisation for Multi-DNN Workloads on Chiplet-based Accelerators

Language: C++ - Size: 540 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

yconst/YCML 📦

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

Language: Objective-C - Size: 669 KB - Last synced at: about 1 month ago - Pushed at: over 8 years ago - Stars: 116 - Forks: 21

mit-gfx/PGMORL

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

Language: Python - Size: 15.2 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 90 - Forks: 28

wilrop/ramo

Algorithms for computing or learning equilibria in multi-objective games

Language: Python - Size: 363 KB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 0

yunshengtian/DGEMO

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

Language: Python - Size: 1.27 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 85 - Forks: 22

dietmarwo/fcmaes-java

A Java gradient-free optimization library

Language: C++ - Size: 32.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 1

yunshengtian/AutoOED

AutoOED: Automated Optimal Experimental Design Platform

Language: Python - Size: 28.5 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 123 - Forks: 16

akshayc11/hyp3r0pt

My Own Hyper-parameter Optimization Toolkit

Language: Python - Size: 6.84 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

sumny/eagga

Multi-Objective Optimization of Performance and Interpretability of Tabular Supervised Machine Learning Models

Language: R - Size: 4.65 MB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

amirbalef/PS_MOMAB

Multi-Objective Multi-Armed Bandit

Language: Python - Size: 608 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

liannekiarra-fullstackdevwebport/AcademicDissertation

(Completed) Machine Learning and Multi-Objective Evolutionary Algorithms to Solve Real World Engineering Problems (MultiObjectiveOptimisation and ML)

Language: Python - Size: 6.62 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

awilliea/Risk-based_RL_for_Optimal_Trading_Execution

Language: Python - Size: 3.11 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 5

timm/l5

A lean little learning library, in LUA.

Language: HTML - Size: 6.21 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 3

HunterResearch/PyMOSO

Python Multi-Objective Simulation Optimization: a package for using, implementing, and testing simulation optimization algorithms.

Language: Python - Size: 797 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 8 - Forks: 2

hustnn/GeoSpark Fork of apache/spark

Multi-objective Optimization of Apache Spark in Geo-distributed Datacenters

Language: Scala - Size: 242 MB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 5 - Forks: 2

danielcorreia96/MOTSD

Code for "A Multi-Objective Test Selection Tool using Test Suite Diagnosability"

Language: Python - Size: 908 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

CPS-VIDA/discrete-world

Discrete-world as the name says

Language: Python - Size: 309 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

fazaghifari/BayesianOptTools

Bayesian Optimization and Uncertainty Analyses Tools

Language: Python - Size: 21.8 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 7 - Forks: 7

seatonullberg/mobo

A rational and extensible algorithm for solving multi-objective optimization problems

Language: Python - Size: 314 KB - Last synced at: about 3 hours ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

PaperMonoid/galgo-mutau

A web application to generate class schedules for ITT students.

Language: TypeScript - Size: 789 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0