Offline Rl Python Packages

d3rlpy

An offline deep reinforcement learning library

minari

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

di-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

dsrl

Datasets for Offline Safe Reinforcement Learning

scope-rl

SCOPE-RL: A pipeline for offline reinforcement learning research and applications

minerva-ui

An out-of-the-box GUI tool for offline deep reinforcement learning

generativerl

Python library for solving reinforcement learning (RL) problems using generative models (e.g. Diffusion Models).

medkit-learn

The Medkit-Learn(ing) Environment: Medical Decision Modelling through Simulation (NeurIPS 2021) by Alex J. Chan, Ioana Bica, Alihan Huyuk, Daniel Jarrett, and Mihaela van der Schaar.

osrl-lib

🤖 Elegant implementations of offline safe RL algorithms in PyTorch

zjkdemo3

An offline deep reinforcement learning library

rlbidder

A modern, modular RL library for auto-bidding in online advertising auctions.

zjkdemo2

An offline deep reinforcement learning library