Top 4 offline-rl Open-Source Projects

DI-engine

3 2,603 8.7 Python

OpenDILab Decision AI Engine
d3rlpy

2 1,207 9.1 Python

An offline deep reinforcement learning library
InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Minari

1 219 8.2 Python

A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities

Project mention: Announcing Minari (Gym for offline RL, by the Farama Foundation) is going into public beta | /r/reinforcementlearning | 2023-05-18

You can also read the full release notes here: https://github.com/Farama-Foundation/Minari/releases/tag/v0.3.0

exorl

1 94 4.3 Python

ExORL: Exploratory Data for Offline Reinforcement Learning

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).