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GitHub topics: distributed-reinforcement-learning

IntelLabs/coach 📦

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

Language: Python - Size: 71.8 MB - Last synced at: about 3 hours ago - Pushed at: almost 3 years ago - Stars: 2,355 - Forks: 463

AdrianWahyu/Biconic-AI

Enterprise AI framework orchestrating AI agent swarms with reinforcement learning for scalable, autonomous business solutions.

Language: Python - Size: 204 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 1

opendilab/DI-engine

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

Language: Python - Size: 293 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 3,546 - Forks: 418

EdanToledo/Stoix

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

Language: Python - Size: 14.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 364 - Forks: 43

OpenRL-Lab/openrl

Unified Reinforcement Learning Framework

Language: Python - Size: 8 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 777 - Forks: 78

RLOpensource/IMPALA-Distributed-Tensorflow

Language: Python - Size: 82 MB - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 39 - Forks: 6

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

Language: Python - Size: 7.2 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 61 - Forks: 7

chagmgang/distributed_reinforcement_learning

implementation of distributed reinforcement learning with distributed tensorflow

Language: Python - Size: 117 KB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 57 - Forks: 13

NETHICAI/NETHIC-AI

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

Language: Python - Size: 255 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

cyoon1729/distributedRL

A framework for easy prototyping of distributed reinforcement learning algorithms

Language: Python - Size: 7.35 MB - Last synced at: 7 months ago - Pushed at: almost 5 years ago - Stars: 95 - Forks: 14

hybug/RL_Lab

reinforcement learning alogrithm implement with Ray

Language: Python - Size: 134 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 2

khanhvu207/ddrl

Distributed Deep Reinforcement Learning Framework

Language: Jupyter Notebook - Size: 831 KB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 0

chris-chris/haiku-scalable-example

Scalable distributed reinforcement learning agents on kubernetes

Language: Python - Size: 303 KB - Last synced at: 7 months ago - Pushed at: over 2 years ago - Stars: 57 - Forks: 4

Jjschwartz/miniDRL

Minimal implementations of distributed, recurrent, deep reinforcement learning algorithms

Language: Python - Size: 8.12 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

amathislab/dmap

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

Language: Python - Size: 23.4 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 14 - Forks: 1

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

Language: Python - Size: 9.9 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 115 - Forks: 62

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.

Language: Python - Size: 24.1 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 26 - Forks: 29

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.

Language: Jupyter Notebook - Size: 10.4 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

being-aerys/Distributed_Reinforcement_Learning_with_Intel-DevCloud

Language: Jupyter Notebook - Size: 10.3 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 0

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

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

Language: Jupyter Notebook - Size: 4.41 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

Related Keywords
reinforcement-learning 18 deep-reinforcement-learning 6 pytorch 4 impala 4 atari 4 ppo 3 multi-agent-reinforcement-learning 3 q-learning 3 tensorflow 3 rl 3 machine-learning 3 deep-learning 3 ray 3 r2d2 3 dqn 3 mujoco 3 imitation-learning 2 self-playing 2 devcloud 2 frozenlake 2 simulation 2 gym 2 google-research-football 2 ros 2 distributed-tensorflow 2 aws-robomaker 2 multi-protocol 2 privacy-preserving-analytics 2 reinforcement-learning-algorithms 2 hybrid-cloud-deployment 2 dynamic-agent-swarms 2 chaos-resilient 2 ai 2 stateful-services 2 agent 2 zero-trust 2 openai-gym 2 turtlebot-wafflepi 1 motor-control 1 scalable 1 kubernetes 1 deepmind 1 scalable-reinforcement-learning 1 proprioception 1 apex 1 autodrive 1 sensorimotor-learning 1 distributed-rl 1 rnn 1 value-iteration-algorithm 1 sarsa-algorithm 1 ray-framework 1 policy-iteration 1 cartpole-environment 1 rllib 1 stablebaselines3 1 on-policy 1 off-policy 1 network-routing 1 mdp 1 deeprl 1 bandit-algorithms 1 value-iteration 1 sarsa 1 cartpole 1 vtrace 1 td-lambda 1 starcraft2-ai 1 starcraft2 1 starcraft 1 roboschool 1 onnx 1 mxnet 1 hierarchical-reinforcement-learning 1 coach 1 carla 1 smac 1 self-play 1 pytorch-rl 1 python 1 offline-rl 1 multiagent-reinforcement-learning 1 model-based-reinforcement-learning 1 minigrid 1 inverse-reinforcement-learning 1 exploration-exploitation 1 drl 1 distributed-system 1 zeromq 1 ape-x 1 deepracer 1 aws-deepracer 1 single-agent-systems 1 single-agent-reinforcement-learning 1 single-agent 1 sebulba 1 sarl 1 research 1 pure-jax 1 jax 1