Offline Rl Python Packages

minari

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

d3rlpy

An offline deep reinforcement learning library

causal-gpt-rl

Inference runtime for Causal GPT-RL policy bundles: decoder-only autoregressive transformers as RL agents.

di-engine

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

scope-rl

SCOPE-RL: A python library for offline reinforcement learning, off-policy evaluation, and selection

dsrl

Datasets for Offline Safe Reinforcement Learning

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).

osrl-lib

🤖 Elegant implementations of offline safe RL algorithms in PyTorch

medkit-learn

Medical sequential decision making simulation tools.

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