mitre/ilpyt
ilpyt: imitation learning library with modular, baseline implementations in Pytorch
This is a toolbox for machine learning researchers and practitioners working on training intelligent agents. It provides pre-built implementations of deep imitation learning and reinforcement learning algorithms. Researchers can input expert demonstration data or define an environment, and the toolbox outputs a trained agent capable of performing complex tasks.
No commits in the last 6 months. Available on PyPI.
Use this if you are a machine learning researcher or engineer developing and testing new imitation learning or reinforcement learning algorithms.
Not ideal if you are looking for a pre-trained, ready-to-deploy solution for a specific real-world automation problem without needing to customize or compare algorithms.
Stars
18
Forks
2
Language
Python
License
—
Category
Last pushed
Oct 25, 2023
Commits (30d)
0
Dependencies
84
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/mitre/ilpyt"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
DLR-RM/stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
google-deepmind/dm_control
Google DeepMind's software stack for physics-based simulation and Reinforcement Learning...
Denys88/rl_games
RL implementations
pytorch/rl
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
yandexdataschool/Practical_RL
A course in reinforcement learning in the wild