Top 4 inverse-reinforcement-learning Open-Source Projects

DI-engine

3 2,553 8.7 Python

OpenDILab Decision AI Engine

Project mention: Anyone have experience with DI-Engine? | /r/reinforcementlearning | 2023-05-04

I posted a while back asking people what frameworks they were using for RL research. Recently i stumbled upon DI-Engine which looks promising! Actively maintained, with a diverse set of algorithms already implemented.

imitation

1 1,138 7.5 Python

Clean PyTorch implementations of imitation and reward learning algorithms
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f-IRL

2 35 1.8 Python

Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020
IRL

1 1 0.0 Python

Algorithms for Inverse 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).