GitHub topics: preference-learning
tournesol-app/tournesol
Free and open source code of the https://tournesol.app platform. Meet the community on Discord https://discord.gg/WvcSG55Bf3
Language: Python - Size: 29.5 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 348 - Forks: 50

sail-sg/dice
Official implementation of Bootstrapping Language Models via DPO Implicit Rewards
Language: Python - Size: 18.4 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 43 - Forks: 3

osorensen/BayesMallowsSMC2
Sequential Monte Carlo algorithms for the Bayesian Mallows model.
Language: C++ - Size: 501 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 1 - Forks: 0

PeymanMorteza/Metric-Preference-Learning-RKHS
Metric and Preference Learning in Reproducing Kernel Hilbert Spaces
Language: Python - Size: 4.45 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

SMARTlab-Purdue/SAN-NaviSTAR
This repository contains the source code for our paper: "NaviSTAR: Socially Aware Robot Navigation with Hybrid Spatio-Temporal Graph Transformer and Preference Learning". For more details, please refer to our project website at https://sites.google.com/view/san-navistar.
Language: Python - Size: 125 MB - Last synced at: 13 days ago - Pushed at: about 1 month ago - Stars: 54 - Forks: 5

Dev1nW/Simplified-Rating-and-Preference-RL
Simplified, modern implementation of Rating and Preference-based Reinforcement Learning.
Language: Python - Size: 21.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

zwhong714/weak-to-strong-preference-optimization
[ICLR 2025 Spotlight] Weak-to-strong preference optimization: stealing reward from weak aligned model
Language: Python - Size: 1.41 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

qxcv/magical
The MAGICAL benchmark suite for robust imitation learning (NeurIPS 2020)
Language: Python - Size: 52.3 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 77 - Forks: 11

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.
Language: Python - Size: 26.6 MB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 4

martimfasantos/CustomPOs-for-SLMs
Novel Preference Optimization Algorithms for state-of-the-art small LMs, enhancing performance in GenAI and NLP tasks
Language: Python - Size: 272 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Seninfarheen/Senior-Sage
A conversational assistant designed to support elderly individuals with reminders, health questions, and personalized preferences using advanced LLM capabilities.
Language: Python - Size: 223 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

typoverflow/WiseRL
PyTorch implementations for Offline Preference-Based RL (PbRL) algorithms
Language: Python - Size: 6.06 MB - Last synced at: 10 days ago - Pushed at: 27 days ago - Stars: 19 - Forks: 2

gao-g/prelude
Code for the paper "Aligning LLM Agents by Learning Latent Preference from User Edits".
Language: Python - Size: 43 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 27 - Forks: 0

DanieleF198/ILASP-as-post-hoc-method-in-a-preference-system
Project about experiments of the use of ILASP as a post-hoc method over black-box models, in which we also study and approach technical issues like exponential time execution.
Language: Lasso - Size: 370 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

lasgroup/MaxMinLCB
Code for our paper "Bandits with Preference Feedback: A Stackelberg Game Perspective"
Language: Python - Size: 45.9 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

IAAR-Shanghai/ICSFSurvey
A comprehensive survey on Internal Consistency and Self-Feedback in Large Language Models.
Language: Jupyter Notebook - Size: 4.94 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 38 - Forks: 3

JanoschMenke/metis
Python-based GUI to collect Feedback of Chemist in Molecules
Language: Python - Size: 100 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 34 - Forks: 10

LemurPwned/bradley-terry-ui
UI for straightforward Bradley-Terry feedback loop
Language: Python - Size: 5.86 KB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

vicgalle/configurable-safety-tuning
Data and models for the paper "Configurable Safety Tuning of Language Models with Synthetic Preference Data"
Language: Python - Size: 2.53 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 8 - Forks: 1

ma921/CoExBO
(AISTATS 2024) "Looping in the Human: Collaborative and Explainable Bayesian Optimization"
Language: Jupyter Notebook - Size: 4.97 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

allenai/reward-bench
RewardBench: the first evaluation tool for reward models.
Language: Python - Size: 3.29 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 157 - Forks: 15

aleksa-sukovic/iclr2024-reward-design-for-justifiable-rl
Code for the paper "Reward Design for Justifiable Sequential Decision-Making"; ICLR 2024
Language: Jupyter Notebook - Size: 2.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

BARUDA-AI/Awesome-Preference-Optimization
Survey of preference alignment algorithms
Size: 0 Bytes - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

julilien/PLDepth
Code for "Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model" as published at CVPR 2021.
Language: Python - Size: 503 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 2

huixin-zhan-ai/GAN-Assisted-Preference-Based-Learning
A paper under AAAI-20 review
Language: Python - Size: 206 KB - Last synced at: 18 days ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 1

Intelligent-Systems-Group/jpl-framework
Java framework for Preference Learning
Language: Java - Size: 9.6 MB - Last synced at: 12 months ago - Pushed at: about 7 years ago - Stars: 6 - Forks: 2

Rahgooy/MDFT
In this project, we design a recurrent neural network to simulate a cognitive model of decision-making called Multi Alternative Decision Field Theory (MDFT). We train this RNN to learn the parameters of MDFT.
Language: Python - Size: 3.74 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

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.
Size: 2.93 KB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

aaronpmishkin/gaussian_processes 📦
Preference Learning with Gaussian Processes and Bayesian Optimization
Language: Python - Size: 272 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 0

makgyver/PRL
[P]reference and [R]ule [L]earning algorithm implementation for Python 3 (https://arxiv.org/abs/1812.07895)
Language: Python - Size: 117 KB - Last synced at: 2 days ago - Pushed at: about 6 years ago - Stars: 5 - Forks: 1

TristanFauvel/Bayesian_test_for_preference
An analysis of preference comparisons based on the Bayes factor
Language: Jupyter Notebook - Size: 85 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

rowlandseymour/BSBT
Bayesian Spatial Bradley--Terry
Language: R - Size: 44.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

Bekyilma/Master_thesis
Constructive Preference Elicitation for Social Choice With Setwise max-margin Learning.
Language: Python - Size: 9.24 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

jimparr19/pypbl
Python library for preference based learning
Language: Python - Size: 1.34 MB - Last synced at: 30 days ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 3

afiliot/Preference-Learning-And-Movie-Reviews
Project on preference learning - ENSAE ParisTech
Language: Python - Size: 5.58 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0
