GitHub topics: rllib
unimib-datAI/marl-dfaas
Source code of experiments with MARL and FaaS of Emanuele Petriglia.
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ray-project/ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Language: Python - Size: 517 MB - Last synced at: about 16 hours ago - Pushed at: about 21 hours ago - Stars: 36,996 - Forks: 6,275
doesburg11/PredPreyGrass
Artificial Life and Intelligence. Researching behavior by nature and nurture simulation, deploying multi-agent reinforcement learning and evolving generational inheritance.
Language: Python - Size: 966 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 20 - Forks: 4
Replicable-MARL/MARLlib
One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)
Language: Python - Size: 113 MB - Last synced at: 11 days ago - Pushed at: 6 months ago - Stars: 1,055 - Forks: 171
hermmanhender/eprllib
Repository that houses the program used to investigate the control of subsystems in homes based on a DRL model. The program uses the EnergyPlus Python API and Ray's Tune and RLlib libraries.
Language: Python - Size: 268 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 4 - Forks: 2
proroklab/VectorizedMultiAgentSimulator
VMAS is a vectorized differentiable simulator 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.
Language: Python - Size: 6.76 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 416 - Forks: 80
CN-UPB/DeepCoMP
Dynamic multi-cell selection for cooperative multipoint (CoMP) using (multi-agent) deep reinforcement learning
Language: Python - Size: 632 MB - Last synced at: 16 days ago - Pushed at: almost 2 years ago - Stars: 62 - Forks: 13
0xangelo/raylab
Reinforcement learning algorithms in RLlib
Language: Python - Size: 4.52 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 59 - Forks: 10
stefanbschneider/mobile-env
An open, minimalist Gymnasium environment for autonomous coordination in wireless mobile networks.
Language: Python - Size: 3.33 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 127 - Forks: 30
JacopoPan/a-minimalist-guide
Walkthroughs for DSL, AirSim, the Vector Institute, and more
Language: C++ - Size: 11.9 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 68 - Forks: 13
AhmetFurkanDEMIR/SuperMarioBrosRL
Super Mario Bros training with Ray RLlib DQN algorithm
Language: Python - Size: 17.6 KB - Last synced at: 27 days ago - Pushed at: almost 4 years ago - Stars: 27 - Forks: 3
JiaChangGit/NeuroCuts_robin
Liang, E., Zhu, H., Jin, X., & Stoica, I. (2019). Neural packet classification. https://doi.org/10.1145/3341302.3342221
Language: Python - Size: 28.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0
MarcEscandell/ALPypeRL
An open source library for connecting AnyLogic models with Reinforcement Learning frameworks through OpenAI Gymnasium
Language: Python - Size: 49.6 MB - Last synced at: 7 days ago - Pushed at: 10 months ago - Stars: 35 - Forks: 4
marketsAI/marketsAI
A modular framework designed to simulate economies and markets using Reinforcement Learning.
Language: Jupyter Notebook - Size: 71.9 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 1
Wadaboa/cpr-appropriation
Solutions to the Harvest CPR appropriation problem with policy gradient methods and social learning, for Autonomous and Adaptive Systems class at UNIBO
Language: Python - Size: 24.5 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 4
michaelfeil/skyjo_rl
Multi-Agent Reinforcement Learning Environment for the card game SkyJo, compatible with PettingZoo and RLLIB
Language: Jupyter Notebook - Size: 3.64 MB - Last synced at: 7 days ago - Pushed at: 2 months ago - Stars: 13 - Forks: 0
OpenRL-Lab/Ray_Tutorial
Tutorial for Ray
Language: Python - Size: 20.5 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 20 - Forks: 3
DylanCope/rllib_emecom
Emergent Communication in RLlib
Language: Jupyter Notebook - Size: 306 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0
elliottower/cathedral-rl
Interactive Multi-Agent Reinforcement Learning Environment for the board game Cathedral using PettingZoo
Language: Python - Size: 239 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 0
Nullspace-Colombia/unray-server
Rllib framework for using Unreal Engine 5 (UE5) as external environment for Reinforced Learning training process
Language: Python - Size: 2.71 MB - Last synced at: 13 days ago - Pushed at: 4 months ago - Stars: 10 - Forks: 1
pyrddlgym-project/pyRDDLGym-rl
Wrappers for reinforcement learning algorithms (i.e. stable baselines 3, RLlib) to work with pyRDDLGym.
Language: Python - Size: 53.7 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0
EKostinoudis/Carla_Autonomous_Driving
Autonomous driving agent in Carla simulator leveraging IL and RL techniques.
Language: Python - Size: 11.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 3 - Forks: 5
globalapptesting/blog-designing-interface-for-hrl-envs
An interface for hierarchical environments.
Language: Python - Size: 448 KB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0
SRI-AIC/IxDRL
Explainable Deep Reinforcement Learning Toolkit based on Analyses of Interestingness
Language: Python - Size: 3.58 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0
elliottower/gobblet-rl
Interactive Multi-Agent Reinforcement Learning Environment for the board game Gobblet using PettingZoo.
Language: Python - Size: 37 MB - Last synced at: 1 day ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 0
Draichi/T-1000
:zap: :zap: ππ¦π¦π± ππ πππ¨π°π΅π³π’π₯πͺπ―π¨ πΈπͺπ΅π© ππ’πΊ πππ
Language: Python - Size: 21.7 MB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 172 - Forks: 43
Microgorath/poke-rl
Pokemon Reinforcement Learning with RLlib
Language: Jupyter Notebook - Size: 71.3 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
dcos-labs/dcos-jupyterlab-service
JupyterLab Notebook for Mesosphere DC/OS
Language: Shell - Size: 310 KB - Last synced at: 3 months ago - Pushed at: almost 6 years ago - Stars: 11 - Forks: 11
hybug/RL_Lab
reinforcement learning alogrithm implement with Ray
Language: Python - Size: 134 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 2
ndalton12/AMPED
Reinforcement learning algorithm that blends the N-th order Markov property with abstract MDPs, PPO, and a hybrid model-free/model-based approach.
Language: Python - Size: 583 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
DevSlem/recommender-system-rl-tutorial
κ°ννμ΅ κΈ°λ°μ μΆμ² μμ€ν ꡬμΆ.
Language: Jupyter Notebook - Size: 625 KB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
toanngosy/robustprosthetics
NIPS challenge 2018 Prosthetics playground and testing ideas
Language: Python - Size: 12.2 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 0
Engineering-Geek/RL-UAV
Reinforcement Learning for Unmanned Airial Vehicles
Language: Python - Size: 7.61 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
RobinKa/warlock-rl
Reinforcement learning for Warlock Brawl, and an ECS implementation of Warlock in TypeScript
Language: TypeScript - Size: 341 KB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
lucien1011/reinforcement-learning-playground
A collection of Jupiter notebook containing reinforcement-learning-based solutions to various classic problems
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nisheeth-golakiya/carla-rl
RL environments and trained agents in CARLA using RLlib
Language: Python - Size: 40.2 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 1
marl-engineering/ray-dreamer
A template for deploying DreamerV3 with Ray RLlib, compatible with Gym and custom environments.
Language: Python - Size: 2.95 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
HumanCompatibleAI/better-adversarial-defenses
Training in bursts for defending against adversarial policies
Language: Python - Size: 47.9 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 3
openpsi-projects/srl
SRL: Scaling Distributed Reinforcement Learning to Over Ten Thousand Cores
Language: Python - Size: 214 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 1
kochlisGit/Noise-Adaptive-Driving-Assistance-System
Noise-Adaptive Driving Assistance System (NADAS) using Deep Reinforcement Learning, State-Estimation & State Representation
Language: Jupyter Notebook - Size: 6.32 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0
mynkpl1998/upgraded-octo-lamp
An autonomous driving simulator for modelling Vehicle to Infrastructure (V2I) conditions.
Language: Jupyter Notebook - Size: 26.4 MB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0
kochlisGit/Shadow-Hand-Controller
Construction of controllers for Shadow-Hand in Mujoco environment, using Deep Learning. 2 Different methods were used to create the controllers: a) Behavioral Cloning b) Deep Reinforcement Learning
Language: Python - Size: 11.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 2
ChuaCheowHuan/gym-continuousDoubleAuction
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.
Language: Jupyter Notebook - Size: 51.7 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 129 - Forks: 29
rlew631/AutonomousVehicleSimulation
Used Flow, Ray/RLlib and OpenAI Gym to simulate and train autonomous vehicles/human drivers in SUMO (Simulation of Urban Mobility)
Language: Jupyter Notebook - Size: 1.57 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 17 - Forks: 3
VictorG-028/Training-AI-in-KAS-env
Utiliza algoritmos de RAY[rllib] no ambiente KAS (PettingZoo) com observação em imagem para treinar um agente inteligente. Utiliza CNN (Pytorch) e wrappers da SuperSuit para processar a observação em imagem.
Language: Jupyter Notebook - Size: 86.3 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
simoncraf/skarb
Python code for the final thesis for the computer engineering degree at Pompeu Fabra University, titled "Automation of risk profiling and asset allocation processes with machine learning".
Language: Jupyter Notebook - Size: 521 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
DerwenAI/ray_tutorial
An introductory tutorial about leveraging Ray core features for distributed patterns.
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arana-initiatives/boosting-social-dilemma-collusion
A minimalist multi-agent implementation of the social dilemma problem with governance kernels
Language: Python - Size: 2.32 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
druce/rl
Deep Reinforcement Learning For Trading
Language: Jupyter Notebook - Size: 47 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 94 - Forks: 25
yunijeong5/FireDronesRL
Multi-agent Reinforcement Learning project to train agents to extinguish fire in a 2D grid world. Uses Ray RLlib (2.6.1).
Language: Python - Size: 1.08 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
KGolemo/f1-racing-line-optimization
Deep Learning and Computational Intelligence final project (5.0) - Application of reinforcement learning for optimization of a racing line of a F1 car
Language: Python - Size: 5.73 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0
goshaQ/adaptive-tls
Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning
Language: Python - Size: 502 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 45 - Forks: 15
nicofirst1/rl_werewolf
RL environment replicating the werewolf game to study emergent communication
Language: Python - Size: 9.41 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 12 - Forks: 1
liudengfeng/mrlxq
muzero Algorithm Reinforcement Learning for Chinese XiangQi
Language: Python - Size: 168 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
resuldagdanov/pettingzoo-environments
Simple Training and Evaluation of Multi-Agent Environments with Deep Reinforcement Algorithms
Language: Jupyter Notebook - Size: 22 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0
Senmumu/ray_project_doc
ray project δΈζζζ‘£
Language: Python - Size: 2.95 MB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 1
ChuaCheowHuan/PBT_MARL_watered_down
My attempt to reproduce a water down version of PBT (Population based training) for MARL (Multi-agent reinforcement learning) using DDPPO (Decentralized & distributed proximal policy optimization) from ray[rllib].
Language: Jupyter Notebook - Size: 441 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 0
wullli/flatlander
RL robust to deadlocks for the Flatland Challenge 2020.
Language: Jupyter Notebook - Size: 114 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1
DerwenAI/rllib_tutorials
RLlib tutorials
Language: Jupyter Notebook - Size: 42.1 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 52 - Forks: 8
3neutronstar/flow-autonomous-driving
RL based simulation
Language: Python - Size: 65.6 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 2
LeonZamel/coins-and-traitors
A multi-agent reinforcement learning environment inspired by social deduction games
Language: Python - Size: 50.7 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 1
eescriba/smart-cities-drl
Urban mobility simulations with Python3, RLlib (Deep Reinforcement Learning), Mesa (Agent-based modeling) and OpenAI Gym.
Language: Jupyter Notebook - Size: 23.8 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 3
kochlisGit/Deep-RL-Frameworks
Comparison of different Deep Reinforcement Learning (DRL) Frameworks. This repository includes "tf-agents", "RLlib" and will soon support "acme" as well.
Language: Jupyter Notebook - Size: 2.09 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
DerwenAI/gym_example
An example implementation of an OpenAI Gym environment used for a Ray RLlib tutorial
Language: Python - Size: 45.9 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 25 - Forks: 17
isk03276/LearnToMoveUR3
Learning various robotic manipulations tasks of the UR3
Language: Python - Size: 16.8 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1
ChuaCheowHuan/sagemaker_Ray_RLlib_custom_env
Sample setup for custom reinforcement learning environment in Sagemaker. This example uses Proximal Policy Optimization with Ray (RLlib).
Language: Python - Size: 127 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 2
PJarbas/deep-rl
Solving gym environments using RLlib: Industry-Grade Reinforcement Learning
Language: Python - Size: 344 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
PJarbas/reinforcement-learning
reinforcement-learning examples
Language: Jupyter Notebook - Size: 54.6 MB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
dev0Guy/amgu
π¦ Traffic Management System π With Deep Reinforcement Learning π
Language: Python - Size: 57.8 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 1
akirasosa/aie-train
AI Economist Training Examples
Language: Python - Size: 1.16 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 12 - Forks: 4
gutfeeling/fastdeeprl
Notebooks and exercises for the Fast Deep Reinforcement Learning Course https://courses.dibya.online/p/fastdeeprl
Language: Jupyter Notebook - Size: 3.37 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 3
isk03276/LearnToPlayGames
Learning various games based on DRL(Deep Reinforcement Learning)
Language: Python - Size: 36.1 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
Kajune/KODOKU
Multi-agent Self-Play Reinforcement Learning Library
Language: Python - Size: 90.8 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0
Loneknight73/BriscolaChiamataRL
An attempt to train a NN for the game Briscola Chiamata using rllib (still very preliminary)
Language: Python - Size: 18.6 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
bikaylee/Pixel-Jump
Deep Reinforcement Project in Malmo - UCI CS175 Fall 2020
Language: Python - Size: 36.1 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
jthelin/HelloRayActors
A simple example of distributed actors using ray - http://rllib.io/
Language: Python - Size: 10.7 KB - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0
thiagopbueno/model-aware-policy-optimization
MAPO: Model-Aware Policy Optimization algorithm
Size: 315 KB - Last synced at: 3 days ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0
