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The Top 17 Rllib Open Source Projects

Open source projects categorized as Rllib
Categories > Rllib
Ray ⭐ 29,596
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
dependent packages 363total releases 95most recent commit 3 months agopypi ray} Downloads
Marllib ⭐ 611
One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)
most recent commit 6 months ago
Vectorizedmultiagentsimulator ⭐ 210
VMAS is a vectorized framework designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.
dependent packages 2total releases 20most recent commit 4 months agopypi vmas} Downloads
T 1000 ⭐ 166
⚡ ⚡ 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐
most recent commit 6 months ago
Rl ⭐ 94
Deep Reinforcement Learning For Trading
most recent commit 8 months ago
Gym Continuousdoubleauction ⭐ 87
A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.
most recent commit 2 years ago
Ray_tutorial ⭐ 55
An introductory tutorial about leveraging Ray core features for distributed patterns.
most recent commit 2 years ago
Raylab ⭐ 51
Reinforcement learning algorithms in RLlib
total releases 99most recent commit 5 months ago
Mobile Env ⭐ 42
An open, minimalist Gymnasium environment for autonomous coordination in wireless mobile networks.
total releases 13most recent commit 10 months ago
A Minimalist Guide ⭐ 39
Walkthroughs for DSL, AirSim, the Vector Institute, and more
most recent commit 2 years ago
Deepcomp ⭐ 36
Dynamic multi-cell selection for cooperative multipoint (CoMP) using (multi-agent) deep reinforcement learning
total releases 12most recent commit 9 months ago
Alpyperl ⭐ 20
An open source library for connecting AnyLogic models with Reinforcement Learning frameworks through OpenAI Gymnasium
most recent commit 4 months ago
Rllib_tutorials ⭐ 16
RLlib tutorials
most recent commit 3 years ago
Gym_example ⭐ 15
An example implementation of an OpenAI Gym environment used for a Ray RLlib tutorial
most recent commit 2 years ago
Rl_werewolf ⭐ 12
RL environment replicating the werewolf game to study emergent communication
most recent commit a year ago
Adaptive Tls ⭐ 12
Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning
most recent commit 3 years ago
Dcos Jupyterlab Service ⭐ 11
JupyterLab Notebook for Mesosphere DC/OS
most recent commit 5 years ago
The 2 Most Depended On Rllib Open Source Projects
The 5 Latest Releases In Rllib Open Source Projects
Raylab ⭐ 51
Reinforcement learning algorithms in RLlib
total releases 99latest release March 11, 2022most recent commit 5 months ago
Mobile Env ⭐ 42
An open, minimalist Gymnasium environment for autonomous coordination in wireless mobile networks.
total releases 13latest release February 08, 2022most recent commit 10 months ago
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