multi-objective

There are 1 repository under multi-objective topic.

MO-Gymnasium
Farama-Foundation / MO-Gymnasium
Multi-objective Gymnasium environments for reinforcement learning
gym gym-environments morl multi-objective reinforcement-learning multi-objective-rl gymnasium
Language:Python 238
LucasAlegre / morl-baselines
Multi-Objective Reinforcement Learning algorithms implementations.
rl gym morl multi-objective-rl pytorch rl-algorithms gymnasium reinforcement-learning mo-gymnasium multi-objective
Language:Python 222
AutoOED
yunshengtian / AutoOED
AutoOED: Automated Optimal Experimental Design Platform
optimal-experimental-design multi-objective bayesian-optimization open-source-software experiment-automation multi-objective-optimization pareto-optimality asynchronous
Language:Python 131
yconst / YCML
A Machine Learning and Optimization framework for Objective-C and Swift (MacOS and iOS)
objective-c supervised-learning algorithm-implementations machine-learning multi-objective neural-network regression ranking macos ios
Language:Objective-C 116
dietmarwo / fast-cma-es
A Python 3 gradient-free optimization library
multi-objective optimization parallel quality-diversity
Language:Python 102
yunshengtian / DGEMO
[NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations
multi-objective bayesian-optimization inverse-design
Language:Python 93
mit-gfx / PGMORL
[ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control
evolutionary-algorithms multi-objective reinforcement-learning
Language:Python 91
nathanrooy / landscapes
A dependency free library of standardized optimization test functions written in pure Python.
optimization cost-function loss-function single-objective multi-objective constrained-optimization python test-functions traveling-salesman-problem tsp
Language:Python 51
EmilioSchi / Niched-Pareto-Genetic-Algorithm-NPGA
Genetic Algorithm (GA) for a Multi-objective Optimization Problem (MOP)
genetic-algorithm multiobjective-optimization numerical-simulations multi-objective-optimization multi-objective pareto-optimal-solutions pareto-front pareto-optimality
Language:Python 27
RealVNF / DeepCoord
DeepCoord: Self-Learning Network and Service Coordination Using Deep Reinforcement Learning
service-coordination deep-reinforcement-learning self-learning multi-objective optimization networking coordination ddpg tensorflow keras python research
Language:Python 24
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.
framework modular-framework moea moead multi-objective multi-objective-optimization operations-research pypi python
Language:Python 19
awilliea / Risk-based_RL_for_Optimal_Trading_Execution
reinforcement-learning order-placement optimal-trading-execution multi-objective ddqn tf-agents gym-environment limit-order-book trading-bot reward-shaping morl execution-strategy
Language:Python 18
HunterResearch / PyMOSO
Python Multi-Objective Simulation Optimization: a package for using, implementing, and testing simulation optimization algorithms.
simulation-optimization simulation optimization multi-objective integer integer-ordered retrospective multiobjective
Language:Python 10
fazaghifari / BayesianOptTools
Bayesian Optimization and Uncertainty Analyses Tools
predictive-modeling optimization multi-objective machine-learning uncertainty-quantification
Language:Python 8
jbussemaker / SBArchOpt
Surrogate-Based Architecture Optimization toolbox
architecture multi-objective optimization sbo system
Language:Python 8
LucasAlegre / sfols
Code for the paper Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer - ICML 2022
reinforcement-learning rl icml multi-objective multi-objective-rl successor-features successor-representation transfer-learning icml-2022
Language:Python 8
kravitsjacob / paxplot
Paxplot is a Python visualization library for parallel coordinate plots based on matplotlib.
parallel-coordinates-plot matplotlib multi-objective high-dimensional-data
Language:Python 7
dietmarwo / fcmaes-java
A Java gradient-free optimization library
optimization multi-objective parallel
Language:C++ 6
hustnn / GeoSpark
Multi-objective Optimization of Apache Spark in Geo-distributed Datacenters
geo-distributed multi-objective
Language:Scala 6
bala4krish / Multi-Objective-Design-using-SQP
Multi-Objective Design using Sequential Quadratic programming
sqp multi-objective optimization
Language:MATLAB 5
wilrop / moqups
An algorithm to calculate all pure strategy Nash equilibria in multi-objective games with quasiconvex utility functions
algorithmic-game-theory game-theory multi-objective
Language:Python 5
MajidAbdolshah / PRaDA_BO
Multi-objective Bayesian optimisation framework.
multi-objective optimization bayesian-optimization
Language:Python 4
relund / gMOIP
2D and 3D plots of linear/integer programming models in R
math linear-programming integer-programming bi-objective mixed-integer-programming visualization r r-package 3d-plot 2d-plot milp polytope convex-hull multi-objective tri-objective
Language:HTML 4
wilrop / ramo
Algorithms for computing or learning equilibria in multi-objective games
algorithmic-game-theory game-theory multi-agent multi-objective reinforcement-learning
Language:Python 4
amirbalef / PS_MOMAB
Multi-Objective Multi-Armed Bandit
bandit-algorithms multi-armed-bandit multi-objective non-stationary ucb-algorithm
Language:Python 3
thomasWeise / BBDOB_W_Model
The W-Model, a tunable Black-Box Discrete Optimization Benchmarking (BB-DOB) problem, implemented for the BB-DOB@GECCO Workshop.
benchmark benchmark-problem black-box-benchmarking combinatorial-optimization deterministic discrete-mathematics epistasis evolutionary-algorithm experiments fitness-landscape hill-climber local-search multi-objective multi-objectivity neutrality noise non-separability random-walk ruggedness
Language:Java 3
baiyan89 / Line_Spectral_Estimation
Code for Paper "Gridless Evolutionary Approach for Line Spectral Estimation With Unknown Model Order"
doa-estimation matlab line-spectral-estimation evolutionary-algorithms multi-objective
Language:MATLAB 2
CPS-VIDA / discrete-world
Discrete-world as the name says
reinforcement-learning-environments multi-objective multi-task-learning multi-task obstacles agent reward plots
Language:Python 2
danielcorreia96 / MOTSD
Code for "A Multi-Objective Test Selection Tool using Test Suite Diagnosability"
test-selection multi-objective test-suite-diagnosability
Language:Python 2
conorfhayes / MODeM2021
All accepted papers for the Multi-Objective Decision Making Workshop 2021.
decision-making multi-objective
1
ethanmclark1 / geat
A collection of evolutionary algorithms written in Python
genetic-algorithm moga multi-objective particle-swarm-optimization ga evolutionary-algorithms
Language:Python 1
liannekiarra-fullstackdevwebport / AcademicDissertation
(Completed) Machine Learning and Multi-Objective Evolutionary Algorithms to Solve Real World Engineering Problems (MultiObjectiveOptimisation and ML)
ml multi-objective neuralnetworks optimisation pareto pymoo python sklearn
Language:Python 1
SaraElfetiany / Airbnb_price_category_prediction
Queen's University - Data Mining (CISC 873)
bidirectional googletrans gru lstm multi-modality multi-objective multimodality tensorflow transfer-learning vgg16 word-embedding
Language:Jupyter Notebook 1
sumny / eagga
Multi-Objective Optimization of Performance and Interpretability of Tabular Supervised Machine Learning Models
automl hpo hyperparameter-optimization hyperparameter-tuning interpretable-machine-learning machine-learning multi-objective multiobjective optimization r r-package tabular-data tuning xai xgboost
Language:R 1
timm / l5
A lean little learning library, in LUA.
explanation fun lua multi-objective semi-supervised teaching
Language:HTML 1
Saeednikdel / learning-aided-evolution-for-optimization
single & multi objective optimiztion
keras multi-objective neural-network optimization pymoo single-objective
Language:Jupyter Notebook 0