ecole
Extensible Combinatorial Optimization Learning Environments (by ds4dm)
envpool
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments. (by sail-sg)
ecole | envpool | |
---|---|---|
2 | 3 | |
307 | 1,022 | |
3.6% | 2.3% | |
0.0 | 4.2 | |
about 1 year ago | about 2 months ago | |
C++ | C++ | |
BSD 3-clause "New" or "Revised" License | Apache License 2.0 |
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.
ecole
Posts with mentions or reviews of ecole.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-06-19.
envpool
Posts with mentions or reviews of envpool.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-12-20.
-
How do I improve my SB3 PPO on an EnvPool environment
I am looking to improve the overall performance as well as optimize the wall clock time. I slightly modified the code to develop a SB3 wrapper for envpool from here.
-
[D] Adding a new RL environment to envpool
Envpool provides high parallelization of RL environments. Unfortunately, there are still many environments that are not supported by them. One of them is FrankaKitchen of D4RL, a library for offline RL.
-
[R] EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine
Code for https://arxiv.org/abs/2206.10558 found: https://github.com/sail-sg/envpool
What are some alternatives?
When comparing ecole and envpool you can also consider the following projects:
MNN - MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
ns3-gym - ns3-gym - The Playground for Reinforcement Learning in Networking Research