RewardBench: the first evaluation tool for reward models.
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Feb 16, 2026 - Python
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preference-learning
Here are 71 public repositories matching this topic...
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
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Apr 10, 2026 - Python
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
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Dec 7, 2024 - Jupyter Notebook
Multi-Agent DPO Data Synthesis Factory — 多智能体偏好训练数据自动合成框架 | 红队攻击 → 多persona审核 → 终审裁决 → DPO偏好对
multi-agent data-quality synthetic-data preference-learning red-teaming content-moderation dpo pydantic llm rlhf
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Apr 11, 2026 - Python
A Survey of Direct Preference Optimization (DPO)
review survey alignment preference-learning dpo large-language-models llm llms large-language-model reinforcement-learning-from-human-feedback direct-preference-optimization
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Jul 4, 2025
The MAGICAL benchmark suite for robust imitation learning (NeurIPS 2020)
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Dec 5, 2023 - Python
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
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Mar 8, 2025 - Python
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
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Oct 15, 2024 - Python
Accelerate LLM preference tuning via prefix sharing with a single line of code
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Jul 4, 2025 - Python
Official implementation of Bootstrapping Language Models via DPO Implicit Rewards
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Apr 15, 2025 - Python
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
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Nov 23, 2024 - Python
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
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Oct 15, 2024 - Python
PyTorch implementations for Offline Preference-Based RL (PbRL) algorithms
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Mar 24, 2025 - Python
[ICLR 2026] MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding
image-classification data-augmentation preference-learning mixup multimodal ranking-loss mmcv llava token-merging token-compression iclr2026
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Feb 27, 2026 - Python
[ICLR 2025 Spotlight] Weak-to-strong preference optimization: stealing reward from weak aligned model
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Feb 24, 2025 - Python
Data and models for the paper "Configurable Safety Tuning of Language Models with Synthetic Preference Data"
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Jul 27, 2024 - Python
Official PyTorch implementation of "LPOI: Listwise Preference Optimization for Vision Language Models" (ACL 2025 Main)
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Aug 12, 2025 - Python
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
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Feb 3, 2024 - Python
Official implementation of "Learning User Preferences for Image Generation Models"
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Aug 16, 2025 - Python
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
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Oct 17, 2022 - Python
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