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distributed-reinforcement-learning

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opendilab / DI-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

python reinforcement-learning impala reinforcement-learning-algorithms minigrid atari imitation-learning distributed-system drl inverse-reinforcement-learning r2d2 smac mujoco multiagent-reinforcement-learning pytorch-rl self-play model-based-reinforcement-learning exploration-exploitation distributed-reinforcement-learning offline-rl

Updated Jul 29, 2025
Python

IntelLabs / coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

reinforcement-learning deep-learning mxnet tensorflow openai-gym rl starcraft imitation-learning hierarchical-reinforcement-learning coach mujoco starcraft2 onnx roboschool carla starcraft2-ai distributed-reinforcement-learning

Updated Dec 11, 2022
Python

OpenRL-Lab / openrl

Unified Reinforcement Learning Framework

reinforcement-learning robotics pytorch gym atari game-ai gymnasium mujoco self-playing autodrive embodied multi-agent-reinforcement-learning distributed-reinforcement-learning mcts-algorithm google-research-football embodied-ai llm llm-as-agent

Updated Sep 6, 2024
Python

EdanToledo / Stoix

🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL

research reinforcement-learning end-to-end deep-reinforcement-learning reinforcement-learning-algorithms sarl jax distributed-reinforcement-learning anakin single-agent sebulba single-agent-systems single-agent-reinforcement-learning pure-jax

Updated Oct 8, 2025
Python

amazon-archives / aws-robomaker-sample-application-deepracer

Use AWS RoboMaker and demonstrate running a simulation which trains a reinforcement learning (RL) model to drive a car around a track

machine-learning reinforcement-learning deep-learning simulation deep-reinforcement-learning ros rl distributed-reinforcement-learning deepracer aws-robomaker aws-deepracer

Updated Apr 2, 2020
Python

cyoon1729 / distributedRL

A framework for easy prototyping of distributed reinforcement learning algorithms

reinforcement-learning zeromq dqn ray distributed-reinforcement-learning ape-x

Updated Dec 8, 2020
Python

OpenRL-Lab / TiZero

Code accompanying the paper "TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play" (AAMAS 2023) 足球游戏智能体

reinforcement-learning pytorch self-playing multi-agent-reinforcement-learning distributed-reinforcement-learning google-research-football

Updated Sep 10, 2023
Python

chris-chris / haiku-scalable-example

Scalable distributed reinforcement learning agents on kubernetes

kubernetes machine-learning reinforcement-learning scalable impala deepmind distributed-reinforcement-learning

Updated Jul 5, 2023
Python

chagmgang / distributed_reinforcement_learning

implementation of distributed reinforcement learning with distributed tensorflow

reinforcement-learning tensorflow impala apex r2d2 distributed-tensorflow distributed-reinforcement-learning scalable-reinforcement-learning distributed-rl

Updated Jun 5, 2021
Python

RLOpensource / IMPALA-Distributed-Tensorflow

reinforcement-learning impala distributed-tensorflow distributed-reinforcement-learning

Updated Jan 8, 2020
Python

amazon-archives / aws-robomaker-sample-application-objecttracker

Use AWS RoboMaker and demonstrate a simulation that can train a reinforcement learning model to make a TurtleBot WafflePi to follow a TurtleBot burger, and then Deploy via RoboMaker to the robot.

machine-learning reinforcement-learning deep-learning simulation deep-reinforcement-learning ros rl distributed-reinforcement-learning aws-robomaker turtlebot-wafflepi

Updated May 14, 2020
Python

amathislab / dmap

[NeurIPS 2022] DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body

reinforcement-learning motor-control distributed-reinforcement-learning sensorimotor-learning proprioception

Updated Sep 15, 2023
Python

fangyuedong / rainbow-with-ray

A PyTorch implementation of reinforcement lerning algorithms (DQN, DDQN, Prior DDQN, Distributed) based on ray

benchmark reinforcement-learning atari2600 apex dqn ray ddqn distributed-reinforcement-learning prior-ddqn

Updated Oct 14, 2020
Python

parralplex / elite_buffer_vtrace

Distributed RL platform with modified IMPALA architecture. Implements CLEAR, LASER V-trace modifications along with Attentive and Elite sampling experience replay methods.

machine-learning impala deep-reinforcement-learning pytorch policy-gradient arcade-learning-environment experience-replay distributed-reinforcement-learning actor-critic-with-experience-replay elite-sampling mixing-on-and-off-policy-data

Updated Apr 8, 2022
Python

khanhvu207 / ddrl

Distributed Deep Reinforcement Learning Framework

reinforcement-learning openai-gym pytorch vtrace ppo td-lambda distributed-reinforcement-learning

Updated Jan 15, 2022
Jupyter Notebook

amirhosein-mesbah / Reinforcement_learning

This repository contains the implementation of a wide variety of Reinforcement Learning Projects in different applications of Bandit Algorithms, MDPs, Distributed RL and Deep RL. These projects include university projects and projects implemented due to interest in Reinforcement Learning.

reinforcement-learning deep-reinforcement-learning q-learning gym mdp deeprl bandit-algorithms on-policy off-policy multi-agent-reinforcement-learning distributed-reinforcement-learning network-routing stablebaselines3

Updated Feb 18, 2023
Jupyter Notebook

being-aerys / Distributed_Reinforcement_Learning_with_Intel-DevCloud

reinforcement-learning deep-reinforcement-learning q-learning dqn cartpole sarsa atari ray value-iteration frozenlake distributed-reinforcement-learning devcloud

Updated Jun 29, 2019
Jupyter Notebook

hybug / RL_Lab

reinforcement learning alogrithm implement with Ray

reinforcement-learning tensorflow ray ppo rllib distributed-reinforcement-learning

Updated May 15, 2024
Python

rusty-sj / Reinforcement-Learning-Algorithms-with-Ray-Framework-and-Intel-DevCloud

Implementation of certain crucial algorithms in the field of reinforcement learning.

reinforcement-learning deep-reinforcement-learning q-learning dqn atari policy-iteration value-iteration-algorithm frozenlake ray-framework cartpole-environment distributed-reinforcement-learning devcloud sarsa-algorithm

Updated Jul 30, 2020
Jupyter Notebook

NETHICAI / NETHIC-AI

NETHIC is a decentralized AI platform on blockchain for secure on-chain training and NFT-based model ownership.

agent ai multi-protocol zero-trust privacy-preserving-analytics distributed-reinforcement-learning dynamic-agent-swarms hybrid-cloud-deployment stateful-services chaos-resilient

Updated May 8, 2025
Python

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