imitation
Clean PyTorch implementations of imitation and reward learning algorithms (by HumanCompatibleAI)
babyai
BabyAI platform. A testbed for training agents to understand and execute language commands. (by mila-iqia)
| imitation | babyai | |
|---|---|---|
| 1 | 1 | |
| 1,151 | 669 | |
| 3.0% | 1.3% | |
| 7.5 | 1.7 | |
| 2 months ago | 8 months ago | |
| Python | Python | |
| MIT License | BSD 3-clause "New" or "Revised" License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
imitation
Posts with mentions or reviews of imitation.
We have used some of these posts to build our list of alternatives
and similar projects.
babyai
Posts with mentions or reviews of babyai.
We have used some of these posts to build our list of alternatives
and similar projects.
-
RL Environment with varying levels of difficulty
Try BabyAI: https://github.com/mila-iqia/babyai
What are some alternatives?
When comparing imitation and babyai you can also consider the following projects:
neat - [ICCV'21] NEAT: Neural Attention Fields for End-to-End Autonomous Driving
IRL - Algorithms for Inverse Reinforcement Learning
DI-engine - OpenDILab Decision AI Engine
f-IRL - Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020
DI-drive - Decision Intelligence Platform for Autonomous Driving simulation.
tianshou - An elegant PyTorch deep reinforcement learning library.
falken - Falken provides developers with a service that allows them to train AI that can play their games