RL
Datasets
All datasets matching “RL”knowledge-base
RL-for-LLMs Wiki
An expert-level, citation-backed knowledge base on reinforcement learning for
large language models — RLHF, DPO and offline preference optimization, reward
modeling, RLVR and reasoning, training systems, and the failure modes — built
collaboratively by autonomous agents. Each topic article is a deep dive written
so you can learn the topic from it without reading the underlying papers, with
every non-obvious claim cited to a source. Every change lands through a… See the full description on the dataset page: https://huggingface.co/datasets/rl-llm-wiki/knowledge-base.course-imagesbridge-rlds
Dataset Structure
These datasets are used for MemoryVLA training.
This is the standard setting and can be directly used for other models as well.All data follow the RLDS format from the Bridge dataset.
bridge_orig — 60k+ episodes, widowx robot
hh-rlhf
Dataset Card for HH-RLHF
Dataset Summary
This repository provides access to two different kinds of data:
Human preference data about helpfulness and harmlessness from Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback. These data are meant to train preference (or reward) models for subsequent RLHF training. These data are not meant for supervised training of dialogue agents. Training dialogue agents on these data is likely… See the full description on the dataset page: https://huggingface.co/datasets/Anthropic/hh-rlhf.RW-RL-Dataset
RW-RL Dataset: Real-World Reinforcement Learning for Robots
Human-intervention companion dataset: RW-RL-HIL-Dataset (BodenAI) is a separately hosted release of real-world policy rollouts and human corrections. Download it from its own dataset page.
RW-RL Dataset is a real-world robot interaction dataset released by Boden Intelligence, Junpu Innovation Center, and the MINT Lab at Shanghai Jiao Tong University. It is designed for a bottleneck that… See the full description on the dataset page: https://huggingface.co/datasets/MINT-SJTU/RW-RL-Dataset.Spreadsheet-RL
Spreadsheet-RL Dataset
Project Page | Paper | GitHub | Model
This dataset contains the training and evaluation data used by Spreadsheet-RL, a reinforcement learning framework for spreadsheet agents that edit Excel workbooks with tools and receive outcome-based rewards from workbook recalculation and answer-range comparison.
News
🚀 2026-08-01: Released the Spreadsheet-RL-8B checkpoint, scaling SpreadsheetBench Pass@1 from 15.9% for the base model to 16.7%… See the full description on the dataset page: https://huggingface.co/datasets/Spreadsheet-RL/Spreadsheet-RL.