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preference-learning

Here are 139 public repositories matching this topic...

aaronpmishkin / gaussian_processes

Preference Learning with Gaussian Processes and Bayesian Optimization

machine-learning gaussian-processes bayesian-optimization preference-learning value-charts

Updated Aug 10, 2017
Python

Intelligent-Systems-Group / jpl-framework

Java framework for Preference Learning

machine-learning collaborative-filtering ranking preference-learning label-ranking object-ranking

Updated Mar 5, 2018
Java

albiboni / User-RecSys

Code for the project: "Analysis of Recommendation-systems based on User Preferences".

preferences booking user preferences-learning reccomender booking-system user-preferences preference-learning reccommendation reccomendersystem

Updated Mar 6, 2018
Python

makgyver / PRL

[P]reference and [R]ule [L]earning algorithm implementation for Python 3 (https://arxiv.org/abs/1812.07895)

machine-learning algorithm game-theory preference-learning

Updated Mar 17, 2019
Python

youjin-c / Swipe

Preferences Learning JS app for visual images

preferences swipe-gestures javascipt preference-learning

Updated Aug 8, 2019
Python

GAN-Assisted-Preference-Based-Learning

huixin-zhan-ai / GAN-Assisted-Preference-Based-Learning

A paper under AAAI-20 review

gan reinforcement-learning-algorithms preference-learning

Updated Aug 27, 2019
Python

mahmadif / able2rank

ranking learning-to-rank preference-learning object-ranking

Updated Feb 29, 2020
R

mahmadif / able2rank_

learning-to-rank

machine-learning ranking preference-learning object-ranking

Updated Jul 10, 2020
Python

jimparr19 / pypbl

Python library for preference based learning

recommendation-engine bayesian-inference preference-learning

Updated Jun 25, 2021
Python

sebastianmihai01 / Deep-Intel

Autonomous Logistics, Statistics and Marketing Analysis

Updated Jul 22, 2021
Python

Bekyilma / Master_thesis

Constructive Preference Elicitation for Social Choice With Setwise max-margin Learning.

machine-learning recommendation-system preference-learning group-recommendations social-choice-theory gurobi-optimization

Updated Dec 12, 2021
Python

SMARTlab-Purdue / SAN-FAPL

This repository contains the source code for our paper: "Feedback-efficient Active Preference Learning for Socially Aware Robot Navigation", accepted to IROS-2022. For more details, please refer to our project website at https://sites.google.com/view/san-fapl.

machine-learning reinforcement-learning learning-from-demonstration preference-learning robot-navigation socially-aware-navigation

Updated Oct 17, 2022
Python

TristanFauvel / Bayesian_test_for_preference

An analysis of preference comparisons based on the Bayes factor

bayesian-statistics preference-learning

Updated Oct 27, 2022
Jupyter Notebook

afiliot / Preference-Learning-And-Movie-Reviews

Project on preference learning - ENSAE ParisTech

ensae preference-learning regret-minimization label-learning movie-recommender preference-graph instance-preference label-preference

Updated Apr 7, 2023
Python

FareedKhan-dev / APReL-Mountain-Car-Reinforcement-Learning

APReL: Active preference-based reward learning for human-robot interaction. Utilizing "Mountain Car" environment, learn from human preferences to reach the goal state. Applications in robotics and adaptability to other learning methods.

python reinforcement-learning openai-gym mountain-car preference-learning

Updated May 31, 2023

BSBT

rowlandseymour / BSBT

Bayesian Spatial Bradley--Terry

bayesian-inference preference-learning bradley-terry comparative-judgement

Updated Nov 24, 2023
R

qxcv / magical

The MAGICAL benchmark suite for robust imitation learning (NeurIPS 2020)

reinforcement-learning imitation-learning preference-learning reinforcement-learning-environments

Updated Dec 5, 2023
Python

julilien / PLDepth

Code for "Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model" as published at CVPR 2021.

machine-learning deep-learning learning-to-rank cvpr weakly-supervised-learning preference-learning monocular-depth monocular-depth-estimation plackett-luce cvpr2021 relative-depth

Updated Feb 3, 2024
Python

BARUDA-AI / Awesome-Preference-Optimization

Survey of preference alignment algorithms

alignment direct preference-learning rlhf preference-alignment

Updated Feb 25, 2024

aleksa-sukovic / iclr2024-reward-design-for-justifiable-rl

Code for the paper "Reward Design for Justifiable Sequential Decision-Making"; ICLR 2024

reinforcement-learning alignment preference-learning reward-design preference-based-reinforcement-learning

Updated Feb 27, 2024
Jupyter Notebook

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