rlds

RL dataset toolkit

A toolkit for storing and manipulating episodic data in reinforcement learning and related tasks.

GitHub

302 stars
10 watching
23 forks
Language: Jupyter Notebook
last commit: almost 2 years ago
Linked from 2 awesome lists


Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
rlworkgroup/garageA toolkit for developing and evaluating reinforcement learning algorithms in a reproducible manner1,893
google-research/deep_opeProvides benchmarking policies and datasets for offline reinforcement learning85
rle-foundation/rlexploreProvides a unified toolkit for constructing, computing, and optimizing intrinsic reward modules in reinforcement learning373
conglu1997/v-d4rlProvides pre-built datasets and code for offline reinforcement learning from visual observations using deep learning algorithms94
rll-research/url_benchmarkA benchmark suite for unsupervised reinforcement learning agents, providing pre-trained models and scripts for testing and fine-tuning agent performance.335
yg-smile/rl_vvc_datasetA collection of benchmarks and implementations for testing reinforcement learning-based Volt-VAR control algorithms20
rr-learning/trifinger_rl_datasetsA collection of robotics datasets and simulated environments for training reinforcement learning algorithms on real robot hardware17
aunum/goldA reinforcement learning library for Go, providing a set of agents to solve challenges in various environments.345
google-deepmind/rlaxA Python library providing reinforcement learning building blocks for implementing agent policies and functions1,272
jjkke88/rl_toolboxA collection of reinforcement learning algorithms and tools for training agents in complex environments.43
rl-tools/rl-toolsAn open-source C++ library for training reinforcement learning policies and controlling continuous-control environments.680
jhashanti/machine-learning-with-rA comprehensive R package providing tools and techniques for building machine learning models in supervised learning.9
rlworkgroup/dowelA tool for logging and tracking machine learning research progress in Python32
denisyarats/exorlProvides exploratory data and algorithms for offline reinforcement learning in various control domains105
luchris429/purejaxrlA high-performance implementation of reinforcement learning training pipelines using JAX and PyTorch-like functionality755