rlds
RL dataset toolkit
A toolkit for storing and manipulating episodic data in reinforcement learning and related tasks.
302 stars
10 watching
23 forks
Language: Jupyter Notebook
last commit: 5 months ago
Linked from 2 awesome lists
Related projects:
Repository | Description | Stars |
---|---|---|
| A toolkit for developing and evaluating reinforcement learning algorithms in a reproducible manner | 1,893 |
| Provides benchmarking policies and datasets for offline reinforcement learning | 85 |
| Provides a unified toolkit for constructing, computing, and optimizing intrinsic reward modules in reinforcement learning | 373 |
| Provides pre-built datasets and code for offline reinforcement learning from visual observations using deep learning algorithms | 94 |
| A benchmark suite for unsupervised reinforcement learning agents, providing pre-trained models and scripts for testing and fine-tuning agent performance. | 335 |
| A collection of benchmarks and implementations for testing reinforcement learning-based Volt-VAR control algorithms | 20 |
| A collection of robotics datasets and simulated environments for training reinforcement learning algorithms on real robot hardware | 17 |
| A reinforcement learning library for Go, providing a set of agents to solve challenges in various environments. | 345 |
| A Python library providing reinforcement learning building blocks for implementing agent policies and functions | 1,272 |
| A collection of reinforcement learning algorithms and tools for training agents in complex environments. | 43 |
| An open-source C++ library for training reinforcement learning policies and controlling continuous-control environments. | 680 |
| A comprehensive R package providing tools and techniques for building machine learning models in supervised learning. | 9 |
| A tool for logging and tracking machine learning research progress in Python | 32 |
| Provides exploratory data and algorithms for offline reinforcement learning in various control domains | 105 |
| A high-performance implementation of reinforcement learning training pipelines using JAX and PyTorch-like functionality | 755 |