preference-learning
There are 34 repositories under preference-learning topic.
allenai/reward-bench
RewardBench: the first evaluation tool for reward models.
tournesol-app/tournesol
Free and open source code of the https://tournesol.app platform. Meet the community on Discord https://discord.gg/WvcSG55Bf3
IAAR-Shanghai/ICSFSurvey
Explore concepts like Self-Correct, Self-Refine, Self-Improve, Self-Contradict, Self-Play, and Self-Knowledge, alongside o1-like reasoning elevationš and hallucination alleviationš.
qxcv/magical
The MAGICAL benchmark suite for robust imitation learning (NeurIPS 2020)
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.
JanoschMenke/metis
Python-based GUI to collect Feedback of Chemist in Molecules
sail-sg/dice
Official implementation of Bootstrapping Language Models via DPO Implicit Rewards
gao-g/prelude
Code for the paper "Aligning LLM Agents by Learning Latent Preference from User Edits".
CJReinforce/RIME_ICML2024
Official code for ICML 2024 paper, "RIME: Robust Preference-based Reinforcement Learning with Noisy Preferences" (ICML 2024 Spotlight)
typoverflow/WiseRL
PyTorch implementations for Offline Preference-Based RL (PbRL) algorithms
vicgalle/configurable-safety-tuning
Data and models for the paper "Configurable Safety Tuning of Language Models with Synthetic Preference Data"
julilien/PLDepth
Code for "Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model" as published at CVPR 2021.
aaronpmishkin/gaussian_processes
Preference Learning with Gaussian Processes and Bayesian Optimization
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.
98k-bot/GAN-Assisted-Preference-Based-Learning
A paper under AAAI-20 review
Intelligent-Systems-Group/jpl-framework
Java framework for Preference Learning
albiboni/User-RecSys
Code for the project: "Analysis of Recommendation-systems based on User Preferences".
makgyver/PRL
[P]reference and [R]ule [L]earning algorithm implementation for Python 3 (https://arxiv.org/abs/1812.07895)
aleksa-sukovic/iclr2024-reward-design-for-justifiable-rl
Code for the paper "Reward Design for Justifiable Sequential Decision-Making"; ICLR 2024
LemurPwned/bradley-terry-ui
UI for straightforward Bradley-Terry feedback loop
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.
Bekyilma/Master_thesis
Constructive Preference Elicitation for Social Choice With Setwise max-margin Learning.
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.
jimparr19/pypbl
Python library for preference based learning
lasgroup/MaxMinLCB
Code for our paper "Bandits with Preference Feedback: A Stackelberg Game Perspective"
ma921/CoExBO
(AISTATS 2024) "Looping in the Human: Collaborative and Explainable Bayesian Optimization"
BARUDA-AI/Awesome-Preference-Optimization
Survey of preference alignment algorithms
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.
mahmadif/able2rank_
learning-to-rank
rowlandseymour/BSBT
Bayesian Spatial Bradley--Terry
TristanFauvel/Bayesian_test_for_preference
An analysis of preference comparisons based on the Bayes factor
afiliot/Preference-Learning-And-Movie-Reviews
Project on preference learning - ENSAE ParisTech
youjin-c/Swipe
Preferences Learning JS app for visual images