preference-learning

There are 0 repository under preference-learning topic.

allenai / reward-bench
RewardBench: the first evaluation tool for reward models.
preference-learning rlhf
Language:Python 329
tournesol-app / tournesol
Free and open source code of the https://tournesol.app platform. Meet the community on Discord https://discord.gg/WvcSG55Bf3
ai-ethics bradley-terry-model dataset django django-rest-framework golden-ratio-optimization preference-aggregation preference-learning python reactjs recommendation-engine social-choice youtube
Language:Python 323
qxcv / magical
The MAGICAL benchmark suite for robust imitation learning (NeurIPS 2020)
imitation-learning reinforcement-learning-environments reinforcement-learning preference-learning
Language:Python 75
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.
machine-learning preference-learning reinforcement-learning robot-navigation socially-aware-navigation transformer
Language:Python 46
metis
JanoschMenke / metis
Python-based GUI to collect Feedback of Chemist in Molecules
de-novo-drug-design drug-discovery generative-ai human-in-the-loop machine-learning preference-learning
Language:Python 31
sail-sg / dice
Official implementation of Bootstrapping Language Models via DPO Implicit Rewards
alignment large-language-models preference-learning rlhf
Language:Python 31
IAAR-Shanghai / ICSFSurvey
A comprehensive survey on Internal Consistency and Self-Feedback in Large Language Models.
large-language-model large-language-models self-consistency self-correction self-improvement internal-consistency self-correct self-feedback self-refine attention-head chain-of-thought hallucination reasoning data-augmentation decoding knowledge-distillation preference-learning
Language:Jupyter Notebook 28
gao-g / prelude
Aligning LLM Agents by Learning Latent Preference from User Edits
alignment edits gpt4 human-feedback interpretability llm llms preference-learning transformers user-feedback
Language:Python 16
typoverflow / WiseRL
PyTorch implementations for Offline Preference-Based RL (PbRL) algorithms
preference-learning pytorch reinforcement-learning
Language:Python 15
julilien / PLDepth
Code for "Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model" as published at CVPR 2021.
monocular-depth-estimation monocular-depth plackett-luce learning-to-rank deep-learning machine-learning cvpr cvpr2021 preference-learning weakly-supervised-learning relative-depth
Language:Python 12
vicgalle / configurable-safety-tuning
Data and models for the paper "Configurable Safety Tuning of Language Models with Synthetic Preference Data"
alignment dpo llm preference-learning safety
Language:Python 10
aaronpmishkin / gaussian_processes
Preference Learning with Gaussian Processes and Bayesian Optimization
machine-learning gaussian-processes bayesian-optimization value-charts preference-learning
Language:Python 7
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.
learning-from-demonstration machine-learning preference-learning reinforcement-learning robot-navigation socially-aware-navigation
Language:Python 7
GAN-Assisted-Preference-Based-Learning
98k-bot / GAN-Assisted-Preference-Based-Learning
A paper under AAAI-20 review
reinforcement-learning-algorithms gan preference-learning
Language:Python 6
Intelligent-Systems-Group / jpl-framework
Java framework for Preference Learning
preference-learning machine-learning collaborative-filtering ranking label-ranking object-ranking
Language:Java 6
albiboni / User-RecSys
Code for the project: "Analysis of Recommendation-systems based on User Preferences".
reccomendersystem reccommendation reccomender user preferences preferences-learning preference-learning user-preferences booking booking-system
Language:Python 5
makgyver / PRL
[P]reference and [R]ule [L]earning algorithm implementation for Python 3 (https://arxiv.org/abs/1812.07895)
algorithm game-theory machine-learning preference-learning
Language:Python 5
aleksa-sukovic / iclr2024-reward-design-for-justifiable-rl
Code for the paper "Reward Design for Justifiable Sequential Decision-Making"; ICLR 2024
alignment preference-based-reinforcement-learning preference-learning reinforcement-learning reward-design
Language:Jupyter Notebook 3
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.
machine-learning cognitive-models decision-making preference-learning recurrent-neural-networks
Language:Python 2
Bekyilma / Master_thesis
Constructive Preference Elicitation for Social Choice With Setwise max-margin Learning.
preference-learning social-choice-theory machine-learning recommendation-system gurobi-optimization group-recommendations
Language:Python 1
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.
mountain-car openai-gym preference-learning python reinforcement-learning
1
jimparr19 / pypbl
Python library for preference based learning
preference-learning bayesian-inference recommendation-engine
Language:Python 1
mahmadif / able2rank
object-ranking ranking preference-learning learning-to-rank
Language:R 1
BARUDA-AI / Awesome-Preference-Optimization
Survey of preference alignment algorithms
alignment direct preference-alignment preference-learning rlhf
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.
answer-set-programming explainable-ai ilasp inductive-logic-programming knn machine-learning neural-network pca post-hoc preference-learning svm
Language:Lasso 0
ma921 / CoExBO
(AISTATS 2024) "Looping in the Human: Collaborative and Explainable Bayesian Optimization"
bayesian-optimization expert-advisors human-computer-interaction human-in-the-loop-machine-learning preference-learning
Language:Jupyter Notebook 0
mahmadif / able2rank_
learning-to-rank
object-ranking ranking machine-learning preference-learning
Language:Python 0
BSBT
rowlandseymour / BSBT
Bayesian Spatial Bradley--Terry
bayesian-inference bradley-terry comparative-judgement preference-learning
Language:R 0
TristanFauvel / Bayesian_test_for_preference
An analysis of preference comparisons based on the Bayes factor
bayesian-statistics preference-learning
Language:Jupyter Notebook 0
afiliot / Preference-Learning-And-Movie-Reviews
Project on preference learning - ENSAE ParisTech
preference-learning label-learning movie-recommender preference-graph instance-preference label-preference regret-minimization ensae
Language:Python
youjin-c / Swipe
Preferences Learning JS app for visual images
javascipt preference-learning preferences swipe-gestures
Language:Python

preference-learning

allenai / reward-bench

tournesol-app / tournesol

qxcv / magical

SMARTlab-Purdue / SAN-NaviSTAR

JanoschMenke / metis

sail-sg / dice

IAAR-Shanghai / ICSFSurvey

gao-g / prelude

typoverflow / WiseRL

julilien / PLDepth

vicgalle / configurable-safety-tuning

aaronpmishkin / gaussian_processes

SMARTlab-Purdue / SAN-FAPL

98k-bot / GAN-Assisted-Preference-Based-Learning

Intelligent-Systems-Group / jpl-framework

albiboni / User-RecSys

makgyver / PRL

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

Rahgooy / MDFT

Bekyilma / Master_thesis

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

jimparr19 / pypbl

mahmadif / able2rank

BARUDA-AI / Awesome-Preference-Optimization

DanieleF198 / ILASP-as-post-hoc-method-in-a-preference-system

ma921 / CoExBO

mahmadif / able2rank_

rowlandseymour / BSBT

TristanFauvel / Bayesian_test_for_preference

afiliot / Preference-Learning-And-Movie-Reviews

youjin-c / Swipe