envpool
pyTORCS-docker
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| envpool | pyTORCS-docker | |
|---|---|---|
| 3 | 4 | |
| 1,017 | 17 | |
| 3.5% | - | |
| 4.2 | 0.0 | |
| about 1 month ago | about 2 years ago | |
| C++ | C++ | |
| Apache License 2.0 | - |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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
pyTORCS-docker
What are some alternatives?
ns3-gym - ns3-gym - The Playground for Reinforcement Learning in Networking Research
thread-pool - BS::thread_pool: a fast, lightweight, and easy-to-use C++17 thread pool library
sarus - OCI-compatible engine to deploy Linux containers on HPC environments.
matplotlibcpp17 - Alternative to matplotlibcpp with better syntax, based on pybind
GuiLite - ✔️The smallest header-only GUI library(4 KLOC) for all platforms
ecole - Extensible Combinatorial Optimization Learning Environments
Taskflow - A General-purpose Parallel and Heterogeneous Task Programming System
gym-simplegrid - Simple Gridworld Gymnasium Environment
ViZDoom - Reinforcement Learning environments based on the 1993 game Doom :godmode:
ConcurrentDeque - Fast, generalized, implementation of the Chase-Lev lock-free work-stealing deque for C++17