preference-learning

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Here are 36 public repositories matching this topic...

allenai / reward-bench

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RewardBench: the first evaluation tool for reward models.

preference-learning rlhf

Updated Oct 23, 2024
Python

tournesol-app / tournesol

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Free and open source code of the https://tournesol.app platform. Meet the community on Discord https://discord.gg/WvcSG55Bf3

python youtube django reactjs django-rest-framework dataset recommendation-engine preference-learning social-choice ai-ethics bradley-terry-model golden-ratio-optimization preference-aggregation

Updated Nov 14, 2024
Python

IAAR-Shanghai / ICSFSurvey

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Explore concepts like Self-Correct, Self-Refine, Self-Improve, Self-Contradict, Self-Play, and Self-Knowledge, alongside o1-like reasoning elevation🍓 and hallucination alleviation🍄.

decoding self-improvement knowledge-distillation data-augmentation reasoning self-consistency preference-learning hallucination self-correction attention-head large-language-models chain-of-thought large-language-model internal-consistency self-feedback self-refine self-correct

Updated Nov 15, 2024
Jupyter Notebook

qxcv / magical

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

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

Updated Dec 5, 2023
Python

SMARTlab-Purdue / SAN-NaviSTAR

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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 reinforcement-learning transformer preference-learning robot-navigation socially-aware-navigation

Updated Nov 9, 2024
Python

sail-sg / dice

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Official implementation of Bootstrapping Language Models via DPO Implicit Rewards

alignment preference-learning large-language-models rlhf

Updated Jul 29, 2024
Python

JanoschMenke / metis

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Python-based GUI to collect Feedback of Chemist in Molecules

machine-learning drug-discovery human-in-the-loop preference-learning de-novo-drug-design generative-ai

Updated Oct 15, 2024
Python

gao-g / prelude

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Code for the paper "Aligning LLM Agents by Learning Latent Preference from User Edits".

transformers alignment user-feedback edits interpretability preference-learning gpt4 llm llms human-feedback

Updated Oct 22, 2024
Python

CJReinforce / RIME_ICML2024

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Official code for ICML 2024 paper, "RIME: Robust Preference-based Reinforcement Learning with Noisy Preferences" (ICML 2024 Spotlight)

reinforcement-learning deep-learning robotics artificial-intelligence manipulation locomotion preference-learning reinforcement-learning-from-human-feedback

Updated Oct 15, 2024
Python

typoverflow / WiseRL

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PyTorch implementations for Offline Preference-Based RL (PbRL) algorithms

reinforcement-learning pytorch preference-learning

Updated Nov 17, 2024
Python

vicgalle / configurable-safety-tuning

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Data and models for the paper "Configurable Safety Tuning of Language Models with Synthetic Preference Data"

alignment safety preference-learning dpo llm

Updated Jul 27, 2024
Python

julilien / PLDepth

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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

SMARTlab-Purdue / SAN-FAPL

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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