envpool
ecole
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| envpool | ecole | |
|---|---|---|
| 3 | 2 | |
| 1,017 | 296 | |
| 3.5% | 0.0% | |
| 4.2 | 0.0 | |
| about 1 month ago | about 1 year ago | |
| C++ | C++ | |
| Apache License 2.0 | BSD 3-clause "New" or "Revised" License |
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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.
envpool
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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.
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[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.
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[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
ecole
What are some alternatives?
ns3-gym - ns3-gym - The Playground for Reinforcement Learning in Networking Research
MNN - MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
thread-pool - BS::thread_pool: a fast, lightweight, and easy-to-use C++17 thread pool library
SeaPearl.jl - Julia hybrid constraint programming solver enhanced by a reinforcement learning driven search.
matplotlibcpp17 - Alternative to matplotlibcpp with better syntax, based on pybind
pyTORCS-docker - Docker-based, gym-like torcs environment with vision.
Taskflow - A General-purpose Parallel and Heterogeneous Task Programming System
awesome-ml4co - Awesome machine learning for combinatorial optimization papers.
AI-Toolbox - A C++ framework for MDPs and POMDPs with Python bindings
ViZDoom - Reinforcement Learning environments based on the 1993 game Doom :godmode:
tensorflow - An Open Source Machine Learning Framework for Everyone